fun_MA: Simulate Functional Moving Average Process

Description Usage Arguments Details Value References See Also Examples

Description

It generates functional Moving Average, FMA, process of sample size n with a specific number of basis functions where the eigenvalue decay of the covariance operator is given by the defined vector Sigma. The norm of the functional moving average operators are defined by the vector kappa. The generic function uses Fourier basis in [0,1], however one can define a different basis and different range values. If the order or kappa is not defined then the function generates iid functional data by default.

Usage

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fun_MA(n, nbasis, order = NULL, kappa = NULL, Sigma = NULL,
  basis = NULL, rangeval = c(0, 1), ...)

Arguments

n

Sample size of generated functional data. A strictly positive integer

nbasis

Number of basis functions used to represent functional observations

order

Order of the FMA process

kappa

Vector of norm of the FMA operators. The length of this vector must be same as the FMA order

Sigma

Eigen value decay of the covariance operator of the functional data. The eigenvalues of the covariance operator of the generated functional sample will mimic the behavior of Sigma. The length of Sigma must match number of basis. By default it is set as (1:nbasis)^-1

basis

A functional basis object defining the basis. It can be the class of basisfd, fd, fdPar. As a default it is set to be a Fourier basis

rangeval

A vector of length 2 containing the initial and final values of the interval over which the functional data object can be evaluated. As a default it is set to be [0,1].

...

Further arguments to pass

Details

This function should be used for a simple functional moving average data generation for a desired eigenvalue decay of covariance operator. The j-th FMA operator Θ[j] is generated by Θ[j] = κ[j]Θ, where Θ has a unit norm with Θ[i,j] = N(0, σ[i]σ[j]). For more details see Aue A., Rice G., Sonmez O. (2017+).

Value

Functional Moving Average data sample (class fd) containing:

coefs

The coefficient array

basis

A basis object

fdnames

A list containing names for the arguments, function values and variables

References

Ramsay, James O., and Silverman, Bernard W. (2006), Functional Data Analysis, 2nd ed., Springer, New York.

Aue A., Rice G., Sonmez O. (2017+), Detecting and dating structural breaks in functional data without dimension reduction (https://arxiv.org/pdf/1511.04020.pdf)

See Also

Data2fd, fun_IID

Examples

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# FMA(1) data with 21 fourier basis with a geometric eigenvalue decay
fun_MA(n=100, nbasis=21, order=1, kappa=0.8)


# Define eigenvalue decay
Sigma1 = 2^-(1:21)
# Then generate FMA(2) data
fun_MA(n=100, nbasis=21, order=2, kappa= c(0.5, 0.3), Sigma=Sigma1)

# Define eigenvalue decay, and basis function
library(fda)
basis1 = create.bspline.basis(rangeval = c(0,1), nbasis=21)
Sigma1 = 2^-(1:21)
# Then generate FMA(1)
fun_MA(n=100, nbasis=21, order=1, kappa= 0.3,Sigma=Sigma1, basis=basis1)

# Not defining order will result in generating IID functions
fun_MA(n=100, nbasis=21) # same as fun_IID(n=100, nbasis=21)

Example output

$coefs
            reps 1       reps 2       reps 3      reps 4      reps 5
 [1,]  0.486937383  0.363539492 -1.249279472  0.41615704  1.20427734
 [2,]  0.309861106 -0.217053147 -0.069439889  0.82921553 -0.55360170
 [3,] -0.029613743 -0.281022825 -0.427152405 -0.41425477 -0.33481096
 [4,]  0.219482134 -0.285451134  0.520458248 -0.06726517  0.02391749
 [5,]  0.031076319  0.308773989  0.145586148 -0.24534773 -0.07738351
 [6,] -0.171991293  0.115389914  0.236180597 -0.18429033  0.22933151
 [7,] -0.041276822 -0.119909598  0.015290086 -0.02573652 -0.18441325
 [8,]  0.333050611  0.328173542 -0.074885256 -0.29214928  0.45368523
 [9,]  0.048211660 -0.102370776 -0.078670009  0.13759260  0.01519335
[10,] -0.181775114  0.222672397  0.134982338 -0.13923581  0.08696702
[11,]  0.053039207 -0.077736824  0.072799624 -0.13555701  0.10603548
[12,] -0.090017384 -0.071547360 -0.012317277  0.07333809 -0.11694135
[13,] -0.055090165  0.033102292 -0.168121369  0.01344191 -0.19044301
[14,]  0.108706542 -0.057177587 -0.187114162  0.04238832  0.07215076
[15,]  0.068974815  0.067559546  0.091634688  0.09824159  0.06419281
[16,] -0.052313230 -0.080897185 -0.016206084  0.03666297 -0.04907369
[17,]  0.120211339  0.072184023 -0.007788986 -0.12802785  0.07099110
[18,] -0.025107133 -0.002783366  0.049924609  0.02658210 -0.07208756
[19,] -0.102954091  0.077601119 -0.037780743  0.14618729  0.05253684
[20,] -0.042705980  0.032225615  0.039961399  0.10934301 -0.01365249
[21,]  0.002652744 -0.021366951  0.031991348  0.04677730 -0.02436618
            reps 6       reps 7       reps 8       reps 9       reps 10
 [1,]  0.479533629 -1.308430453  0.229135075  1.540505709  0.1113816879
 [2,] -1.419845461  0.350375384  0.942381721  0.180815763 -0.3294639815
 [3,]  0.308297055 -0.218900815 -0.493943559  0.440977973 -0.2456824442
 [4,] -0.093521110  0.097518594  0.207796613  0.062809438 -0.0281821845
 [5,]  0.518994991 -0.287564463 -0.102021003  0.376784713  0.2945068194
 [6,]  0.136113651 -0.144951049 -0.049384997  0.162578743 -0.1132888465
 [7,]  0.108604392  0.242762379  0.012552418 -0.221150732 -0.1335013115
 [8,]  0.048924290  0.030627263 -0.131673198  0.215384969  0.2135631499
 [9,]  0.099885278  0.008550291  0.194856920 -0.173855233  0.1394534623
[10,] -0.082996479 -0.072085766 -0.073521841  0.159656749 -0.0228489306
[11,]  0.103407682 -0.092600441  0.118256959  0.053263426  0.2098704333
[12,] -0.103619091 -0.095869561  0.177029415 -0.055791196 -0.2786814432
[13,] -0.030523012  0.109985731 -0.022117352  0.147710355 -0.0472669069
[14,] -0.163135703  0.034828619  0.113665709  0.015143109 -0.0319188335
[15,] -0.051954404  0.055697691  0.128647620 -0.153054940  0.0009368968
[16,]  0.003869668  0.035739959 -0.110558303 -0.005298166 -0.0462331729
[17,]  0.037889443 -0.017868583 -0.038918687  0.027767136  0.0749286703
[18,] -0.015353398  0.089943486 -0.007868606 -0.051368254 -0.1376283283
[19,]  0.009611118 -0.005485625  0.086371993 -0.074444707  0.0195703100
[20,]  0.045565944  0.013284309  0.087629726 -0.039515379 -0.0872859540
[21,]  0.012333332 -0.081632175 -0.019756429  0.019458036 -0.0065494504
           reps 11      reps 12       reps 13      reps 14     reps 15
 [1,]  0.150663660 -1.811916001  0.6656240059  2.153130094 -1.15797260
 [2,] -0.529933191 -0.792357181  0.6326127435 -0.458610618 -1.59200373
 [3,]  0.131950929 -0.033195232 -0.2670249897 -0.758234249  0.13821163
 [4,]  0.184332880 -0.106676737  0.0724498461 -0.100734814  0.36843985
 [5,]  0.077924993  0.438905650 -0.4963502855  0.308182325  0.32728702
 [6,] -0.008652053  0.090811888 -0.0304658015 -0.270665102 -0.06092926
 [7,]  0.243581475 -0.011298299  0.0080082532  0.104683330  0.03102121
 [8,] -0.002677344  0.257154203 -0.2438106554 -0.006014047  0.11315510
 [9,] -0.136656665  0.102770365 -0.0535067797  0.124606494 -0.13161636
[10,] -0.138496287  0.075446670 -0.0627475892  0.012490194  0.02608587
[11,]  0.194837023 -0.142876600 -0.0519407582 -0.046967121  0.09481308
[12,]  0.032484504 -0.047707896  0.4030449387 -0.108125740 -0.05020073
[13,]  0.121257537 -0.080621738 -0.0427250173  0.144512354  0.05057362
[14,]  0.100280294 -0.058103249 -0.0001860741 -0.053015875 -0.05906367
[15,] -0.056978940  0.003985953  0.1621233005 -0.088322158 -0.03817755
[16,] -0.067800538 -0.002939071  0.0108330153 -0.001229756  0.08242524
[17,] -0.020938609  0.039972832 -0.0851580505  0.093882840  0.01145166
[18,] -0.082749153 -0.002656983  0.0271368381 -0.035257811  0.01876051
[19,] -0.004348121 -0.054279389  0.1936955148 -0.146475966 -0.20278578
[20,]  0.065079175  0.032049730  0.0757502788 -0.050420634 -0.14797950
[21,] -0.013535743 -0.001186458  0.0275306996  0.024573501 -0.02856258
          reps 16      reps 17     reps 18      reps 19      reps 20
 [1,] -1.06305494  1.927780360  0.87028820 -0.584228700 -0.019683612
 [2,]  0.44029108  0.461996619 -1.44246395 -0.113645563  0.966847040
 [3,]  0.29087432  0.037539649 -0.19449527  0.480712447 -0.542554633
 [4,] -0.13576110  0.058579045 -0.11406569 -0.212343607 -0.073367687
 [5,] -0.28143480  0.073668598  0.19759412  0.044449117 -0.175229359
 [6,] -0.07675716 -0.187749463 -0.06727299 -0.115322114  0.163834866
 [7,] -0.06679832  0.120872008 -0.11255436  0.010454851  0.036331798
 [8,] -0.19546394 -0.027747425  0.38329133  0.157282488 -0.125701165
 [9,] -0.24301027 -0.095037554 -0.04904719  0.006592837 -0.054610718
[10,] -0.24169762 -0.050935311  0.10592580  0.037833138 -0.053808350
[11,] -0.06465545 -0.120408681 -0.01501007 -0.075481864  0.023432490
[12,]  0.29340830 -0.037895823 -0.17806921  0.037056270  0.037571741
[13,] -0.07747285 -0.054019510 -0.02358730 -0.003518586 -0.039739985
[14,] -0.09186814  0.031347360  0.14715175  0.010458959  0.062165940
[15,] -0.04393821  0.009451083 -0.06832121 -0.054823365  0.069296324
[16,] -0.11939881  0.026076957 -0.02040964  0.129504299 -0.021979006
[17,] -0.10478729  0.004423424  0.07224849 -0.046416555 -0.077431059
[18,] -0.05591810  0.080157878 -0.09339075  0.037687615  0.018691666
[19,]  0.11484061  0.052964827 -0.12287975 -0.034964989  0.036255111
[20,]  0.11678231  0.077172895 -0.11307246 -0.012203166  0.054791172
[21,] -0.02101463  0.040824393  0.05293737  0.054618090  0.002021271
           reps 21      reps 22     reps 23       reps 24      reps 25
 [1,] -1.236828766 -1.985290354 -0.24338977 -0.2443111506 -0.386626288
 [2,]  0.148068493  0.703288152  1.33607806  0.3913843875  0.017440472
 [3,]  0.132327946 -0.573074400  0.97816285  0.1747833025  0.532854184
 [4,]  0.528462642  0.295791845  0.19385442 -0.1293720787  0.023368201
 [5,]  0.320675514 -0.540203838 -0.23656351  0.1449493307 -0.237204533
 [6,] -0.187087694 -0.141096707 -0.15399984  0.1514956996 -0.308627938
 [7,] -0.263401792 -0.134405346 -0.23642231  0.2012567989  0.136039661
 [8,]  0.222498418 -0.288427565 -0.30721406  0.1085165050 -0.101940219
 [9,] -0.149662687 -0.159968612  0.02479712  0.0320071796 -0.074546621
[10,]  0.153206937  0.019166428 -0.04239312  0.0876980374 -0.041835946
[11,]  0.073739956 -0.036053184 -0.03158380  0.0170635923 -0.016710389
[12,] -0.166980038  0.264540996  0.11679355 -0.0369758258  0.043041799
[13,] -0.039876057  0.218451736  0.02262423 -0.0149151663 -0.046840472
[14,]  0.102047388 -0.100060463  0.08585019  0.0020328695 -0.008331221
[15,] -0.024782646 -0.002966436  0.05568637  0.0558900827 -0.087198521
[16,] -0.074125202  0.081203283 -0.03708470 -0.0363529515  0.080598962
[17,]  0.078501904 -0.069009893  0.01617502 -0.0009896485 -0.021422452
[18,] -0.057437020 -0.060229314 -0.04118494 -0.0559712578  0.014378823
[19,] -0.063545661  0.165475652  0.08235359 -0.0322872619  0.130196600
[20,]  0.044430540  0.024426514  0.03435192 -0.1451942028 -0.044342837
[21,] -0.005439134 -0.017000091 -0.01046569  0.0084395979 -0.003658475
            reps 26       reps 27     reps 28     reps 29      reps 30
 [1,]  0.0386745683 -1.5669695721  0.10137924 -0.08129757 -0.609378579
 [2,]  0.4016917506  0.1404088169  0.62269665 -0.24471884  1.355247515
 [3,]  0.2958085086 -0.0060066112 -0.53128653  0.06630472 -0.851185739
 [4,] -0.3721606716  0.1976291720  0.30022798 -0.27826922 -0.285320412
 [5,] -0.1530306986  0.1974031739 -0.06535886  0.22634547 -0.447644301
 [6,] -0.0247013190  0.1175857141  0.09556559  0.23165834 -0.208689879
 [7,]  0.2467848322  0.0003094592 -0.19405728  0.10363717 -0.249789946
 [8,] -0.1799784681  0.0789034915 -0.27681053  0.17245736  0.068121265
 [9,]  0.0075993365  0.1384313297 -0.12456907 -0.08878087  0.140076791
[10,]  0.0151282832  0.0059666581 -0.10072118 -0.10688638  0.116010691
[11,] -0.2384354049  0.0417764429 -0.04595226  0.05928480  0.057793140
[12,]  0.0051258980 -0.0454553279  0.14970322 -0.21028949  0.170613220
[13,]  0.0009995713  0.0626055170 -0.14739243  0.04838519 -0.047816494
[14,] -0.0224891145 -0.1415486400 -0.05540091  0.06610854  0.063809028
[15,] -0.1114625404  0.1297964611 -0.01336618  0.13164431 -0.006862768
[16,] -0.0557486068  0.0530046622 -0.05557440 -0.06898573 -0.085524034
[17,] -0.1312621681 -0.0055386539 -0.01824635  0.06067393 -0.023914075
[18,]  0.0018387702 -0.0312334687  0.05848655  0.01042244 -0.084246945
[19,] -0.0944688281 -0.0417180160  0.17266028 -0.01574062 -0.005781839
[20,]  0.0212474923 -0.0143637709  0.07095088 -0.04158403 -0.018798701
[21,] -0.0247404716 -0.0096479223 -0.03808234 -0.01415075 -0.004082289
           reps 31       reps 32      reps 33      reps 34       reps 35
 [1,] -1.443999397 -0.8650985648  1.940951526  1.166431908  0.3006151232
 [2,]  0.533742447  1.3301649039  0.099375506 -1.286873477  0.7206821045
 [3,] -0.397421532  0.6493987897 -0.365417344 -0.108381684 -0.0708971968
 [4,] -0.095675336 -0.0224434012  0.290148398  0.211155091 -0.0082037863
 [5,] -0.082758092 -0.0559203297  0.293438152  0.441083581  0.3348127159
 [6,] -0.213740460 -0.1307918759 -0.157810062  0.142364453  0.1535118956
 [7,] -0.173053112  0.0766342964 -0.134656333 -0.086545288 -0.1148573028
 [8,] -0.105349081 -0.2106848968 -0.143271030  0.484183406 -0.1508218069
 [9,]  0.102225825 -0.0027375625 -0.082607127  0.044595207  0.0909764107
[10,]  0.099366029 -0.1504487378  0.116172128  0.256722558  0.2346249354
[11,] -0.047677592  0.0513024652 -0.027717202 -0.017695902 -0.1893374243
[12,]  0.083174265  0.3350191745  0.011337316 -0.156195204  0.0186135770
[13,] -0.088748904 -0.0096422892  0.063369749 -0.072648908  0.0256371095
[14,]  0.102869713  0.0881344489  0.014434190 -0.022070724  0.0492148788
[15,]  0.004926188  0.0004918479  0.003752995 -0.161037344 -0.0355472265
[16,]  0.022337473 -0.1275863378  0.008008004 -0.032604425 -0.0458966211
[17,] -0.091798334 -0.1244342931  0.038251753  0.102546175 -0.0286618114
[18,] -0.036746878  0.0039359581 -0.025059381  0.005002442  0.0149697996
[19,]  0.039823543  0.0297146311 -0.005471863 -0.048896226  0.0379253900
[20,] -0.007579901  0.0661895031 -0.006623880 -0.111560544 -0.0001812636
[21,]  0.066579902 -0.0354265504 -0.036771013  0.008563128  0.0122469236
          reps 36      reps 37     reps 38      reps 39      reps 40
 [1,] -2.46629668 -1.145309055  1.50926213  0.242508628  0.759344745
 [2,] -0.05887678  0.681568892 -0.25959233 -0.301843171 -0.141042209
 [3,] -0.53562230  0.190283540 -0.05184443  0.288080990 -0.471389765
 [4,]  0.08629802  0.311450947 -0.07103063  0.264480285  0.204483339
 [5,]  0.02049789 -0.481219918  0.23749139  0.234743016 -0.386140007
 [6,] -0.10944920 -0.590321013 -0.12358451  0.182303256 -0.028896663
 [7,] -0.05487358 -0.078079335  0.09188040 -0.152084535  0.070906610
 [8,]  0.08767956 -0.414446174  0.05187142  0.204629821 -0.031197997
 [9,] -0.02909001 -0.072313206  0.02944151  0.125709143  0.018037136
[10,]  0.04007910 -0.036756708  0.04179671  0.069615701 -0.132432480
[11,] -0.01114926  0.009726953 -0.13362313 -0.058648896 -0.121184778
[12,] -0.03739572  0.194743644 -0.01331540 -0.221339853  0.063141665
[13,] -0.03917423 -0.045892371 -0.14314947 -0.003166912 -0.064302159
[14,] -0.05784646 -0.034964661 -0.08025708 -0.073810517  0.077384470
[15,]  0.10505161 -0.071899326 -0.04423864  0.039543877  0.089423257
[16,]  0.13910471 -0.079733457 -0.00784275  0.097711984 -0.005264694
[17,] -0.04458271 -0.033848696 -0.06613565  0.070689670 -0.005798137
[18,] -0.01668339 -0.047144103  0.06416970 -0.036309957  0.029071550
[19,]  0.08618461  0.147975422 -0.06013010 -0.111504438  0.107558332
[20,]  0.14360704  0.216317976  0.05493763 -0.003395617 -0.066851490
[21,] -0.04485653  0.052497683 -0.02880325 -0.095170692 -0.060871539
           reps 41     reps 42     reps 43      reps 44      reps 45
 [1,]  0.962643148 -1.52693981 -0.73738875  0.994814920 -1.089779164
 [2,] -0.431857141 -0.63672326  1.03717287  0.712347740 -1.104121249
 [3,]  0.110935441  0.30854587  0.24821532 -0.004005047 -0.241656911
 [4,]  0.177987803  0.07022538 -0.40604494  0.094242306 -0.081387326
 [5,]  0.692157115 -0.00623094 -0.53416317  0.061476400  0.208559909
 [6,]  0.064594327 -0.13341854 -0.32419080  0.088492596  0.007822475
 [7,] -0.030239646 -0.28560857 -0.11657197 -0.086471411 -0.150849651
 [8,]  0.049205212  0.12709948 -0.20176150  0.075697897  0.039182133
 [9,]  0.018387926 -0.04410273  0.06993253  0.160155044  0.037525020
[10,] -0.124417562 -0.01640000 -0.16509817  0.074663009  0.090893187
[11,]  0.197533905 -0.21358258 -0.06463738 -0.014532473  0.003642762
[12,] -0.145274123 -0.05099920  0.16533209 -0.016853060  0.069411176
[13,]  0.002407334 -0.01832691 -0.05757898  0.064062417 -0.080929639
[14,]  0.016737154  0.06936861 -0.10442101  0.093068516  0.056840663
[15,]  0.022421645  0.04143863  0.13588805 -0.080666563  0.057126463
[16,] -0.155941867  0.15235419 -0.02139287 -0.030705950 -0.025583945
[17,]  0.019646282  0.11541220 -0.10746356  0.093881824  0.053688449
[18,]  0.016916704  0.02111679  0.01988783  0.086278858 -0.040617564
[19,] -0.087389909 -0.06458467  0.09712031  0.049562470 -0.105604391
[20,] -0.100458732  0.04012232  0.10564168  0.022058695  0.029923319
[21,] -0.009312781 -0.05078346 -0.01607489 -0.016992595  0.093460980
           reps 46      reps 47      reps 48      reps 49      reps 50
 [1,] -0.608422609 -1.832344359 -0.012975942 -0.509451824 -1.518000213
 [2,]  0.249677051 -0.839524715  1.386629548 -0.730232363  0.436818278
 [3,] -0.493429466 -0.644512215  0.569154845 -0.081177970 -0.536755287
 [4,] -0.031890762 -0.233465858 -0.280451999 -0.206261194 -0.024405312
 [5,] -0.281922638  0.202867628 -0.357037481 -0.038946049 -0.212575143
 [6,] -0.191997484  0.142756534 -0.118758894  0.001308478 -0.046709260
 [7,]  0.174219598 -0.126533277  0.007373297 -0.146844323  0.020831197
 [8,] -0.232755736 -0.036855560 -0.492224263  0.138539591 -0.244765188
 [9,]  0.051645018  0.141240329  0.200609192 -0.033976031  0.045824275
[10,] -0.091726614 -0.180733746 -0.222817646  0.052815650  0.085514125
[11,]  0.055893470  0.003073578  0.020416242  0.060054170 -0.028406812
[12,]  0.003484688 -0.110194434  0.213973341 -0.077145969  0.108961297
[13,]  0.023937071  0.009370421  0.033447000 -0.028742149  0.002724222
[14,]  0.023077722 -0.066486470  0.046873114 -0.059869399  0.028248420
[15,] -0.013305756 -0.073854343  0.102446407 -0.006476880 -0.100917762
[16,]  0.016766024 -0.035655762  0.150486147  0.020810779 -0.017338476
[17,] -0.056309248  0.096543947 -0.150122176  0.137704150 -0.115558360
[18,] -0.019264131  0.074141411  0.096867042 -0.033135396 -0.007681572
[19,]  0.126311414 -0.013735977  0.096599937 -0.061610436  0.028310460
[20,]  0.053826331 -0.064256190  0.094386771  0.006639924  0.041460716
[21,] -0.047321587  0.029750218 -0.022980253  0.012928974  0.000590024
           reps 51       reps 52      reps 53      reps 54      reps 55
 [1,] -0.820129167  1.2770298241 -0.029530791 -1.989968626 -1.686167110
 [2,] -0.202772538 -0.5389177680 -1.388372085 -0.172447313  0.960565607
 [3,] -0.580554712  0.6881712222 -0.343736899  0.007699352 -0.620557251
 [4,] -0.158709443 -0.0234747621  0.132174438 -0.302741009  0.317641481
 [5,] -0.177476089 -0.0920099598  0.049870364 -0.085090092 -0.697581133
 [6,] -0.194745150 -0.0808381760  0.120195825  0.062637916  0.031615141
 [7,]  0.071138174  0.1036074023  0.117433927 -0.224519566 -0.066911286
 [8,] -0.193630711 -0.0166766377  0.337527220 -0.141218473 -0.292831548
 [9,] -0.133474013 -0.0201340116  0.082552195  0.217900209  0.052018668
[10,] -0.025710240 -0.0004651595  0.113961167 -0.126979203  0.002789515
[11,]  0.107594930  0.0984664984 -0.047726074 -0.025789260  0.023330504
[12,]  0.243429108  0.1584607476 -0.101932409  0.051152444  0.187124211
[13,]  0.006639052  0.0092023358  0.044394581  0.102121933  0.013702361
[14,]  0.039924610 -0.0025452236 -0.089580083 -0.009273772  0.002789778
[15,] -0.063265003 -0.0054245002 -0.047289465 -0.018904950  0.098760860
[16,]  0.012304990  0.0256340117 -0.007167871  0.050489026 -0.005647366
[17,] -0.123991600  0.0248012967  0.116385989  0.061046113 -0.176372187
[18,]  0.065511158  0.0120564003 -0.017256563  0.077272072  0.018628626
[19,]  0.034109880  0.0494651772 -0.111787077  0.046204818  0.151485149
[20,] -0.024725925  0.0494882956 -0.088279785  0.130353088  0.099933115
[21,] -0.068047584 -0.0071132130  0.010106199  0.015978166 -0.006485317
           reps 56       reps 57     reps 58       reps 59       reps 60
 [1,] -1.009107152  0.2693190238 -0.93409429 -0.9304603984 -0.8785848128
 [2,] -0.164422745 -0.0174241982 -0.19393662  0.4470111392  0.0739745994
 [3,] -0.487302045  0.2636260519 -0.32893950 -0.0904590236 -0.2482798288
 [4,]  0.098997231  0.2760493302  0.14452650 -0.0003526226 -0.0714053369
 [5,] -0.120245865 -0.1637474641  0.27070962  0.1110353637  0.1218441818
 [6,] -0.304503975 -0.0001407063 -0.03115354 -0.2701711846 -0.2513827630
 [7,] -0.276652936 -0.1973788062 -0.21862791  0.1022938243 -0.1424917936
 [8,] -0.192664408 -0.4463666795  0.15957237 -0.1540414394  0.0002630951
 [9,] -0.059933686  0.0698763718  0.01289063 -0.1150444699 -0.1229614047
[10,] -0.083621999  0.1265383717  0.11441906 -0.0754037147 -0.1176745838
[11,]  0.053369102  0.1098974142 -0.10303457 -0.0514964718  0.0594490080
[12,] -0.071012244  0.0527423866  0.01389681  0.1375983025  0.0377253953
[13,] -0.077594322  0.0942231208  0.01136882  0.0260052102  0.0213101060
[14,]  0.112978181  0.1053086615 -0.03244901 -0.0561287428  0.0770414715
[15,]  0.126358282  0.1046705201  0.05021927  0.0170051908 -0.0859083458
[16,]  0.049006115  0.0229363005 -0.03120266  0.0325522940 -0.0834900597
[17,] -0.096539429 -0.0046791205  0.05069838  0.0096123220 -0.1173269504
[18,]  0.056328987  0.0748378245 -0.03919313 -0.0066659121 -0.1043211923
[19,]  0.032826980 -0.0096973992 -0.01408763  0.0922009295 -0.0072449281
[20,]  0.089181213  0.0255975373 -0.01884372  0.0572011791 -0.0223236701
[21,] -0.009562637 -0.1062237330 -0.06074895  0.0909848621 -0.0299779832
            reps 61      reps 62      reps 63      reps 64       reps 65
 [1,] -0.6195452694 -1.775728347 -1.610192446  0.381701995  1.2164805483
 [2,] -0.1512653194  0.287558691  0.280545277  0.124242708  0.1332115993
 [3,] -1.1704137422 -0.161953446  0.081656774  0.440013571  0.4228123123
 [4,] -0.1851614768  0.226108433 -0.107589753 -0.401144631  0.1628570716
 [5,]  0.0304374270 -0.002802551 -0.382055605 -0.160254608  0.1745524552
 [6,] -0.0438800511 -0.225771059 -0.079168161 -0.033382193  0.1117041499
 [7,]  0.0432885079 -0.058091998  0.080515696  0.085833226  0.0880678448
 [8,] -0.0398147663 -0.012142175 -0.196287271 -0.194244306  0.1001844869
 [9,] -0.0131235339 -0.156670963 -0.200932030  0.090016160 -0.1118186778
[10,] -0.1475966947  0.114175745  0.088334970 -0.160079455  0.0461519677
[11,]  0.1727570401 -0.133302562  0.084166775  0.097228082  0.0848856076
[12,]  0.1168395124  0.014181010  0.138458620  0.105555158 -0.0661768554
[13,]  0.0873695543 -0.106881479  0.067910931  0.055041741  0.0822053459
[14,]  0.1479612135 -0.086900975 -0.039161118 -0.009659919  0.1644430646
[15,] -0.0396942375 -0.186263572 -0.022786567 -0.037896930  0.0593609639
[16,]  0.0253337264 -0.060852936 -0.029286564  0.036996536  0.0376227764
[17,]  0.0458132533  0.079059674  0.003819485 -0.029856337 -0.0351241008
[18,]  0.0394046872  0.045165713  0.053610234  0.093372292  0.0063775958
[19,]  0.0319105077 -0.035085723  0.119289085  0.112096898 -0.0089823315
[20,]  0.0004779982  0.006119441  0.018142756  0.007126560 -0.0009212872
[21,] -0.0350614946 -0.039177119  0.020931211  0.137715249 -0.0047525246
           reps 66      reps 67      reps 68      reps 69      reps 70
 [1,]  0.880386724 -0.185319535 -1.687827724  0.729111508  1.811889157
 [2,] -0.327053622 -0.071366782  0.281295493 -0.392555375 -0.564308321
 [3,]  0.044703612 -0.053829209 -0.285250832 -0.517910539 -0.146958841
 [4,]  0.020237846  0.097863931  0.110455306  0.218024737  0.020214782
 [5,]  0.040346254  0.412237134 -0.244169476 -0.283545993  0.131683371
 [6,]  0.068267560  0.096743749  0.156968110 -0.590165600  0.156293362
 [7,] -0.244192705 -0.150514487 -0.028489421  0.111283551 -0.199735497
 [8,]  0.138119189  0.091732004 -0.148359626 -0.444475902  0.329237270
 [9,] -0.056520148 -0.083499512 -0.023587717 -0.099792432  0.216763837
[10,]  0.155772763 -0.092284687 -0.032018897 -0.002099355 -0.106632389
[11,]  0.050970379  0.035913892  0.040540382 -0.031464867  0.003240085
[12,] -0.112031238  0.004171557  0.006422876  0.145116463 -0.047596554
[13,]  0.041573409  0.035798792 -0.034173002 -0.070900020 -0.024155417
[14,]  0.074537703 -0.009229357  0.022055325  0.026423786 -0.061562260
[15,]  0.009195419  0.015703926  0.018509304  0.055267608 -0.062531025
[16,] -0.058905529 -0.056827956 -0.023430453 -0.013832449 -0.019550199
[17,]  0.060633246  0.009269458  0.030360660 -0.008910455  0.089910192
[18,]  0.009385988 -0.004752308  0.039140497  0.031445341  0.038988422
[19,] -0.036574202 -0.106063335  0.053893584  0.001488053 -0.101984307
[20,] -0.082096315 -0.014308175 -0.086300231  0.085785938 -0.042558639
[21,]  0.018258684 -0.102615011 -0.048348168 -0.003618408  0.005567219
          reps 71     reps 72     reps 73      reps 74      reps 75
 [1,] -0.53178172 -0.42685651 -0.66191534  1.986882290  0.737572214
 [2,] -1.32602889  0.65955257 -0.18329290 -0.212704748 -0.977434365
 [3,]  0.39702719 -0.18976704  0.24482029 -0.646328473  0.255482869
 [4,] -0.12202596  0.02667634  0.05490814 -0.145037780  0.060360021
 [5,]  0.70856327 -0.05781085 -0.01511623 -0.390389976  0.026704573
 [6,] -0.09605505 -0.09597444 -0.05841764  0.268514418  0.033126598
 [7,] -0.16358685  0.02142294 -0.08332866  0.158353464  0.003866958
 [8,]  0.31248334 -0.02854254  0.01402649 -0.078950267  0.379309289
 [9,] -0.01902356 -0.11510328 -0.05870987 -0.089289843  0.191035170
[10,] -0.03871010 -0.19911995  0.04839240 -0.110952095  0.040340458
[11,] -0.01047528 -0.04612686 -0.03156764 -0.118655144  0.039770546
[12,]  0.03153463  0.10104233 -0.04761327 -0.014633528 -0.163685915
[13,]  0.04229516  0.06431761 -0.01995995  0.035692205  0.109236541
[14,] -0.15650171 -0.14645185  0.02138549  0.023030117 -0.209214519
[15,] -0.04233800  0.12065201 -0.11535878  0.006824342 -0.164057085
[16,] -0.11359304  0.07750153  0.07814592 -0.038556295  0.011830269
[17,]  0.18096950 -0.06971570 -0.04046578  0.012040078  0.200891073
[18,] -0.02942384  0.01567916 -0.00101524  0.003926340 -0.122064981
[19,] -0.11009860  0.12660332 -0.03639054  0.176536916 -0.199328823
[20,] -0.06709829  0.02122577  0.01518553 -0.036488875 -0.116166126
[21,] -0.03591792  0.05093812 -0.04622104  0.017202052 -0.051743258
            reps 76      reps 77      reps 78      reps 79       reps 80
 [1,]  0.5907708381  1.869923268  0.585594073  0.030834730  0.8824311589
 [2,] -0.3217843991 -1.567403470 -0.586383311 -0.435451271  0.5705609548
 [3,]  0.1437165689  0.869228423 -0.533499286  0.369733138  0.4909388728
 [4,] -0.4178956266  0.235584091 -0.403385556 -0.271385784  0.1684397097
 [5,] -0.1628597387  0.161244072  0.272478313  0.189694840 -0.1650047481
 [6,]  0.2406457862  0.084135854  0.177034554 -0.023835942 -0.1301926695
 [7,] -0.0153889138 -0.129401963  0.195706920 -0.101390840  0.0130473010
 [8,] -0.0004825055  0.219821670  0.124408539 -0.112570437  0.1103949606
 [9,] -0.1667132963 -0.142653610  0.315001676  0.001262200  0.0809473591
[10,]  0.0475218577  0.047426403 -0.027916879 -0.074415561  0.0127772279
[11,] -0.0748284542 -0.080775641 -0.110958399  0.075193079  0.0697422165
[12,] -0.0305789234 -0.074308428 -0.293492426  0.131862231 -0.0219585333
[13,] -0.0486887770  0.055899678  0.065742751 -0.042355781 -0.1429878509
[14,] -0.0301928531 -0.032150598 -0.168887463  0.185500813 -0.0710355834
[15,] -0.0546566214 -0.010482181 -0.066449041 -0.023792963 -0.0054498051
[16,]  0.0164640070 -0.023304288 -0.060418882  0.011097257  0.1535236326
[17,] -0.0275660152 -0.023972381 -0.006190959  0.049559445 -0.0556390329
[18,]  0.0298704794  0.008472992  0.054722493 -0.063586314 -0.0001744918
[19,]  0.0282224877 -0.054229466 -0.032415007 -0.058215332 -0.0084725548
[20,]  0.0334700257  0.016338901 -0.045154535  0.006870982  0.0106715420
[21,] -0.0676612670  0.017524142 -0.092608445 -0.053514236 -0.0021678050
           reps 81     reps 82      reps 83     reps 84      reps 85
 [1,]  1.133896868 -0.72616675 -0.361285387 -0.60776938 -0.890815399
 [2,] -1.303825528 -0.02206964  0.421313602  0.55645245  0.495822081
 [3,]  0.121623446  0.06475491 -0.509000336  0.33957924 -0.326769929
 [4,] -0.144698887 -0.09604597  0.109147051 -0.01184060 -0.034587425
 [5,]  0.492598426  0.10800553 -0.477378334  0.18647081 -0.388744769
 [6,] -0.074988549  0.41367960 -0.232006677 -0.03037835  0.256244733
 [7,]  0.219562855  0.42992386 -0.137550379 -0.03806792  0.020475948
 [8,]  0.261021249  0.14354436  0.101428239  0.09399050 -0.274289973
 [9,] -0.131873039 -0.09987640 -0.011515243  0.10784961  0.011531623
[10,] -0.015141331 -0.02149125 -0.053517680 -0.10057925  0.043134020
[11,]  0.095584189  0.04094900  0.038566481  0.09001693  0.211210594
[12,] -0.070623221 -0.14254022  0.401761570  0.10432808  0.150152178
[13,]  0.039241792  0.13788919 -0.008719822 -0.01661103 -0.126357115
[14,] -0.006437565 -0.10621515 -0.005982181  0.03431776  0.078189116
[15,] -0.064675525 -0.06799953  0.020695841 -0.15159048 -0.013635583
[16,] -0.094230079  0.09862772 -0.059193029 -0.01569589 -0.069724030
[17,]  0.110107031  0.09159520 -0.021231522 -0.07572818 -0.011616100
[18,]  0.012387266  0.02736943  0.102310306  0.01073376  0.077307391
[19,] -0.162710902 -0.06537883  0.121548634 -0.04103224  0.060578675
[20,] -0.082721091 -0.01421568 -0.008977201 -0.05258901  0.002169905
[21,]  0.014471895  0.02346839 -0.059414605 -0.01234060  0.047670948
           reps 86      reps 87      reps 88      reps 89      reps 90
 [1,] -0.943914491 -1.432917574 -0.914135911 -0.413225462  1.356953904
 [2,] -1.271345314  0.313980784 -0.230244218 -0.435190851  0.939501154
 [3,]  0.041142582  0.575340103 -0.011495397  0.129764777  0.322289122
 [4,]  0.214511521  0.405364397  0.178025662  0.026343047 -0.131381899
 [5,] -0.207619459 -0.128329459 -0.478784495 -0.225653383 -0.393686108
 [6,] -0.088092292 -0.022896317  0.003245976  0.085226826 -0.211460305
 [7,] -0.080290195  0.104833194  0.054887762  0.183614364 -0.188409610
 [8,]  0.045528701 -0.406026840 -0.006669997 -0.216804769 -0.018333680
 [9,]  0.019678595  0.190463384 -0.008487589 -0.185513321 -0.026898099
[10,]  0.063799297 -0.071623762  0.025262629 -0.140337865 -0.004580484
[11,] -0.262179808 -0.142908277  0.045937626  0.038547588 -0.028047472
[12,]  0.179372542  0.004207261 -0.017021532 -0.011606933 -0.071835113
[13,]  0.076082374 -0.033434995  0.047011423 -0.071532796 -0.013486117
[14,] -0.037740399  0.073954662  0.021738080 -0.055460545 -0.144424002
[15,]  0.013592588 -0.050809573 -0.033953773  0.001943010  0.024047687
[16,] -0.139535350  0.015637779  0.017651714 -0.022279092  0.065954459
[17,]  0.037807806 -0.089311173 -0.075523638  0.013213481 -0.044824511
[18,] -0.025432654 -0.064340514 -0.005185765  0.037108302  0.013182137
[19,]  0.114849190  0.010367148  0.019517818 -0.016940602  0.039502919
[20,]  0.087555816  0.029923537  0.151441839  0.042833111  0.057762871
[21,]  0.001641194  0.023249777 -0.005627188  0.004783758  0.033720429
          reps 91      reps 92      reps 93     reps 94      reps 95
 [1,]  0.40731681  1.115034531  2.385966587  1.29026751  0.663963488
 [2,]  0.12199573 -0.701304593 -0.094640678 -1.34722792  0.080114935
 [3,]  0.13020458  0.142240930  0.004441237  0.64642284  0.198551740
 [4,] -0.33154506  0.139024396 -0.293510177 -0.01180761 -0.305846089
 [5,]  0.10362716 -0.038714011  0.226358614  0.22682020  0.142230012
 [6,] -0.18441887 -0.147475014 -0.081000165  0.13709857  0.323123570
 [7,] -0.02645659  0.051180556  0.193603687  0.16079404  0.110410709
 [8,]  0.29051132 -0.011204942  0.497805754  0.46762680  0.029530280
 [9,] -0.01519962  0.014855488 -0.088710449  0.11158288  0.060649345
[10,]  0.03846146  0.129916498  0.100456702  0.02588647  0.106099399
[11,]  0.03170823  0.033064975  0.098864561  0.13119024 -0.017422766
[12,] -0.07453141  0.198261202 -0.121045326 -0.16101589 -0.182286710
[13,] -0.04914051 -0.049448070  0.155415493  0.05239467 -0.106830940
[14,]  0.06633614  0.120681956 -0.081816924 -0.06287289 -0.102211749
[15,]  0.06694924  0.105990710  0.039201397 -0.10668424  0.006996975
[16,]  0.06913877 -0.162979940 -0.012875531 -0.04074942  0.033238154
[17,]  0.01357335  0.010697079  0.058806099  0.06794479  0.016114991
[18,] -0.06900722  0.057378038  0.018891490 -0.11062653 -0.067344717
[19,] -0.09870409  0.119783219 -0.222835711 -0.22333308 -0.008007973
[20,] -0.07439177  0.002986139 -0.014981625 -0.16542868  0.024824053
[21,] -0.05197781  0.016880597 -0.072981248 -0.02074331 -0.007114147
           reps 96      reps 97      reps 98      reps 99     reps 100
 [1,] -0.079354815 -0.704215262  0.392582160 -0.705375716 -1.286451284
 [2,]  0.042014764  0.136120065 -0.327566160 -0.386610992  0.217503154
 [3,]  0.029504996  0.188688810 -0.826881454 -0.392572796 -0.592824740
 [4,]  0.054927714 -0.041306737 -0.331060070 -0.236602783  0.006217707
 [5,]  0.060968617  0.324653544 -0.581906033  0.106836174 -0.066598861
 [6,]  0.277164895  0.083462047  0.040756296  0.036408789  0.214993142
 [7,]  0.141059314  0.138857411 -0.205562808 -0.017800136 -0.023734501
 [8,]  0.117237716  0.272148676  0.070089940 -0.197155375 -0.024153319
 [9,] -0.131353077 -0.003899905  0.090985263  0.217723015 -0.024522862
[10,] -0.098557290 -0.037738301 -0.081004890 -0.105201196 -0.017887091
[11,] -0.027392526  0.026986586  0.079744098 -0.037069527  0.098540140
[12,]  0.001108416  0.107279204 -0.069831232 -0.077215414  0.039336734
[13,]  0.036481573  0.025409837  0.195448297  0.048808986 -0.031148094
[14,] -0.074485928 -0.105649315  0.050369351 -0.007668750  0.255450772
[15,]  0.108130756 -0.039791476  0.064268737 -0.076656377  0.108335250
[16,]  0.075020727 -0.002232466 -0.007159861  0.097562566  0.046935395
[17,]  0.148434006  0.026991337 -0.032060155  0.003909518 -0.061229897
[18,] -0.021220605  0.075110837  0.004605520  0.047540604  0.050635034
[19,] -0.092369783  0.010307383  0.023778967 -0.112087328  0.068518288
[20,] -0.002777843 -0.087405632  0.018936902 -0.004696816  0.073628756
[21,] -0.046432905 -0.031004529  0.027844247 -0.058391363 -0.052218786

$basis
$call
basisfd(type = type, rangeval = rangeval, nbasis = nbasis, params = params, 
    dropind = dropind, quadvals = quadvals, values = values, 
    basisvalues = basisvalues)

$type
[1] "fourier"

$rangeval
[1] 0 1

$nbasis
[1] 21

$params
[1] 1

$dropind
numeric(0)

$quadvals
NULL

$values
list()

$basisvalues
list()

$names
 [1] "const" "sin1"  "cos1"  "sin2"  "cos2"  "sin3"  "cos3"  "sin4"  "cos4" 
[10] "sin5"  "cos5"  "sin6"  "cos6"  "sin7"  "cos7"  "sin8"  "cos8"  "sin9" 
[19] "cos9"  "sin10" "cos10"

attr(,"class")
[1] "basisfd"

$fdnames
$fdnames$args
[1] "time"

$fdnames$reps
  [1] "reps 1"   "reps 2"   "reps 3"   "reps 4"   "reps 5"   "reps 6"  
  [7] "reps 7"   "reps 8"   "reps 9"   "reps 10"  "reps 11"  "reps 12" 
 [13] "reps 13"  "reps 14"  "reps 15"  "reps 16"  "reps 17"  "reps 18" 
 [19] "reps 19"  "reps 20"  "reps 21"  "reps 22"  "reps 23"  "reps 24" 
 [25] "reps 25"  "reps 26"  "reps 27"  "reps 28"  "reps 29"  "reps 30" 
 [31] "reps 31"  "reps 32"  "reps 33"  "reps 34"  "reps 35"  "reps 36" 
 [37] "reps 37"  "reps 38"  "reps 39"  "reps 40"  "reps 41"  "reps 42" 
 [43] "reps 43"  "reps 44"  "reps 45"  "reps 46"  "reps 47"  "reps 48" 
 [49] "reps 49"  "reps 50"  "reps 51"  "reps 52"  "reps 53"  "reps 54" 
 [55] "reps 55"  "reps 56"  "reps 57"  "reps 58"  "reps 59"  "reps 60" 
 [61] "reps 61"  "reps 62"  "reps 63"  "reps 64"  "reps 65"  "reps 66" 
 [67] "reps 67"  "reps 68"  "reps 69"  "reps 70"  "reps 71"  "reps 72" 
 [73] "reps 73"  "reps 74"  "reps 75"  "reps 76"  "reps 77"  "reps 78" 
 [79] "reps 79"  "reps 80"  "reps 81"  "reps 82"  "reps 83"  "reps 84" 
 [85] "reps 85"  "reps 86"  "reps 87"  "reps 88"  "reps 89"  "reps 90" 
 [91] "reps 91"  "reps 92"  "reps 93"  "reps 94"  "reps 95"  "reps 96" 
 [97] "reps 97"  "reps 98"  "reps 99"  "reps 100"

$fdnames$funs
[1] "values"


attr(,"class")
[1] "fd"
$coefs
             reps 1        reps 2        reps 3        reps 4        reps 5
 [1,]  2.057480e-01 -2.076306e-01  6.465992e-01  6.432288e-01  6.014188e-01
 [2,] -2.945518e-01  2.959220e-01 -4.604713e-02 -7.529329e-02 -4.246688e-01
 [3,] -3.812032e-02  2.838576e-02 -1.587824e-01 -3.934291e-02  1.814366e-01
 [4,] -1.059877e-01  1.123191e-01 -3.063310e-02  2.701405e-02  2.033981e-01
 [5,] -9.626948e-02  4.404695e-02  3.333776e-02  7.362926e-02  2.871832e-02
 [6,]  1.834813e-02  7.295516e-03  4.748709e-03  2.843000e-02 -6.937034e-04
 [7,]  9.273829e-03 -1.366965e-02 -3.125105e-03 -6.870442e-03  1.121281e-03
 [8,] -1.924904e-03  2.673482e-03  2.202929e-03 -1.622698e-03  1.383916e-04
 [9,]  5.268561e-03 -3.541882e-03 -3.953190e-03 -6.970866e-03 -7.130435e-03
[10,] -1.682115e-03  3.083922e-04  3.492509e-04  1.096775e-03  2.463021e-03
[11,] -5.213291e-04 -7.263897e-04 -2.414237e-04  8.257286e-04  1.698540e-03
[12,]  1.627253e-04  4.276766e-05 -1.891668e-04 -1.980203e-04 -1.119015e-04
[13,] -1.639827e-04  1.914930e-05  3.756522e-05  1.585332e-04 -4.984122e-05
[14,] -3.599169e-05  6.695180e-05 -1.155680e-06 -6.090924e-05 -1.908823e-05
[15,] -4.684145e-06 -5.949489e-05  1.141728e-05  4.144875e-05  6.102768e-05
[16,]  1.985247e-05 -3.354066e-05  1.606847e-05  2.535824e-06 -1.147768e-05
[17,] -4.699704e-06  2.096468e-05 -7.010214e-06  1.223047e-06 -1.386590e-05
[18,]  3.269028e-06 -7.772857e-06  4.090768e-07 -1.651413e-06  1.499759e-06
[19,]  3.356172e-06  1.069313e-06  8.780839e-07  8.708943e-07 -1.169722e-06
[20,] -1.699446e-06 -3.650173e-07 -1.843453e-07 -3.152477e-07 -1.018542e-06
[21,]  8.541963e-07 -9.591615e-08  8.701265e-09  1.279422e-07  5.751383e-07
             reps 6        reps 7        reps 8        reps 9       reps 10
 [1,]  3.035239e-01 -9.589876e-01  3.697929e-01 -3.265675e-01 -3.748420e-02
 [2,] -3.061217e-01  1.977118e-01  4.879253e-01  2.824648e-01  3.611718e-02
 [3,]  1.350095e-01 -1.519043e-02  1.252927e-01 -1.115665e-01  5.769017e-02
 [4,]  5.467400e-02  1.439909e-01 -5.943571e-02 -7.493164e-02 -1.493732e-03
 [5,]  6.250098e-02  1.778926e-02 -6.866923e-03 -5.360267e-02 -4.191834e-02
 [6,] -1.280708e-02 -4.802692e-03 -4.236648e-02 -7.174441e-03  1.058887e-02
 [7,] -3.827535e-03 -1.264552e-02  1.455511e-02 -5.273796e-03  1.195503e-02
 [8,] -6.871110e-03 -9.108002e-04  6.172025e-03 -1.106398e-03  2.265714e-03
 [9,] -5.857792e-03 -2.440646e-03  8.107978e-03  2.260700e-03 -6.001380e-04
[10,]  1.617436e-03 -6.230837e-04 -1.256585e-03 -2.434002e-03 -4.680137e-04
[11,] -1.214085e-04  2.334445e-04 -9.385444e-04  8.696337e-04  1.892760e-04
[12,] -2.889193e-04 -6.555504e-05  5.210573e-04 -1.590455e-04  3.402825e-04
[13,]  1.659437e-05  5.709771e-05 -2.108517e-04  1.240104e-04 -1.047503e-04
[14,] -4.228730e-05 -3.729907e-05 -2.349924e-06 -8.552913e-06 -4.965838e-05
[15,]  8.440668e-06  4.850408e-05 -7.132574e-05 -1.846600e-05  1.834877e-06
[16,]  1.782339e-05  3.000925e-05 -3.783957e-05  2.011955e-05  8.279320e-06
[17,] -4.599974e-06 -1.201421e-05  1.416601e-05  6.719528e-06  9.463255e-06
[18,] -5.086332e-06 -3.616263e-07  5.830884e-06  5.404083e-06  4.540014e-06
[19,] -2.978643e-06 -1.524856e-07 -1.888250e-07 -3.366772e-06  1.117595e-06
[20,] -3.427253e-07  1.287550e-06 -6.046854e-07  8.381470e-07 -9.393305e-07
[21,] -8.700094e-08  4.294989e-07 -3.417159e-07  1.992729e-07 -2.028068e-07
            reps 11       reps 12       reps 13       reps 14       reps 15
 [1,]  2.518671e-01 -5.647282e-02 -2.644638e-01 -4.533351e-01 -1.138566e+00
 [2,]  1.182144e-01 -1.275061e-02 -2.374296e-01  9.182552e-02 -3.258485e-01
 [3,] -1.069048e-01  9.054695e-02  1.184205e-01 -6.319690e-02 -9.739637e-02
 [4,] -5.565519e-02 -5.401521e-02  3.653194e-02 -1.420811e-01 -4.583356e-02
 [5,] -4.926643e-03 -6.082938e-03 -6.778057e-02 -1.943292e-02  2.293187e-03
 [6,] -6.404925e-03 -2.498091e-02 -3.634472e-03 -6.781136e-03  1.270811e-02
 [7,]  5.692405e-04 -1.321437e-02  2.407855e-03  4.911892e-03  3.456878e-03
 [8,] -1.445470e-03  8.016267e-03  1.011911e-03  5.681471e-03  3.976476e-03
 [9,]  2.722994e-03  4.491656e-04  5.444752e-04  2.734360e-03  2.274472e-03
[10,]  2.483831e-04  1.430327e-04  2.343547e-04  3.472715e-05 -6.837052e-04
[11,]  3.576347e-04 -3.817039e-04  1.417281e-04  1.172341e-04  9.169508e-05
[12,]  4.351709e-05 -1.126835e-04  5.914402e-06  1.687680e-04  5.118126e-04
[13,] -7.432579e-05 -1.659535e-04 -2.211205e-05 -5.089203e-05 -1.524907e-04
[14,] -1.275788e-05  1.051653e-04 -5.142708e-05  8.920190e-05  7.883658e-05
[15,] -2.053199e-06  2.167998e-05 -7.231480e-07  1.905308e-05  2.337537e-05
[16,] -2.239320e-05  1.263105e-05  2.529503e-06 -4.432299e-06 -5.752978e-06
[17,]  1.540834e-06 -8.012134e-06 -8.495157e-07  5.413110e-07  1.235892e-05
[18,]  8.759704e-06 -4.593599e-06  3.020672e-06 -1.265126e-06  5.183252e-06
[19,]  1.034670e-06 -3.879256e-07 -4.317107e-07 -1.725540e-06  3.811265e-06
[20,] -1.576326e-06  5.834740e-07 -2.995498e-07 -8.289255e-07 -1.925300e-06
[21,]  4.787163e-07 -1.856561e-07 -2.882528e-08  4.486432e-07 -5.031382e-07
            reps 16       reps 17       reps 18       reps 19       reps 20
 [1,] -7.808099e-01 -4.696847e-01 -6.749149e-01  1.059992e-01 -4.177745e-01
 [2,]  7.493246e-02 -1.816993e-01 -5.098434e-01  3.005899e-01 -2.030863e-01
 [3,] -8.590823e-02  1.829610e-02 -1.370684e-01 -9.341073e-02  9.659245e-02
 [4,] -2.749439e-01 -2.000295e-01 -1.257117e-01  4.643179e-02  1.032001e-01
 [5,] -8.790004e-02 -2.107168e-02 -1.269220e-02 -3.764989e-02  3.552510e-02
 [6,] -2.893495e-02 -1.105786e-02  4.927285e-03 -9.579236e-03 -5.323030e-03
 [7,]  8.770543e-03  1.774424e-02  3.016313e-03 -8.921210e-03 -1.221549e-02
 [8,]  1.121553e-02  5.680666e-03  8.494428e-03  1.135306e-02 -5.457383e-03
 [9,]  4.516149e-03  6.888131e-03 -2.374352e-03 -4.230216e-03 -2.342237e-03
[10,] -3.985380e-04 -1.668688e-03 -1.296006e-04 -2.820488e-04 -1.105409e-03
[11,] -7.019023e-04 -7.613704e-04 -8.912534e-04 -7.164241e-04 -4.897597e-04
[12,]  4.434752e-06 -8.583323e-05  4.003714e-04  1.244687e-05 -7.019705e-05
[13,] -1.812271e-04 -2.194750e-06  4.551805e-05 -2.203955e-04  3.229872e-05
[14,] -1.221878e-05 -5.975901e-05  1.058718e-04  1.031863e-04 -1.720393e-05
[15,] -1.467371e-05 -1.579933e-04 -3.481993e-05 -2.350270e-05  5.437386e-05
[16,]  7.857673e-06 -2.278707e-05 -5.471330e-06 -1.702377e-06  1.790777e-05
[17,] -3.690797e-06  4.880842e-07  2.444355e-06 -9.336378e-06  2.326701e-06
[18,]  9.084594e-06  8.782705e-06  5.160912e-06 -9.609981e-07 -6.562948e-07
[19,]  5.643736e-06  1.730410e-06  4.257349e-06  3.523510e-06  1.759002e-06
[20,]  4.806830e-07 -7.333265e-07 -2.279098e-06 -1.373090e-06 -1.482431e-06
[21,] -3.594940e-07  1.064735e-07 -7.631061e-07 -5.598397e-07 -3.431944e-07
            reps 21       reps 22       reps 23       reps 24       reps 25
 [1,] -5.080447e-02 -6.974297e-01 -1.123353e-01  1.912282e-01 -3.629803e-01
 [2,] -1.305140e-01  1.087631e-01  8.544240e-02 -6.850862e-02 -2.693266e-01
 [3,]  1.702133e-01  4.857554e-02 -9.328055e-02  9.998087e-02 -7.668780e-03
 [4,] -2.363240e-02 -1.121398e-01 -7.793729e-02 -5.890224e-02  1.052353e-01
 [5,] -7.068059e-03 -5.028470e-02 -3.111927e-02 -3.996048e-02  2.002825e-02
 [6,]  3.189222e-03 -7.139202e-03  1.819363e-02  4.370398e-03 -1.467240e-02
 [7,]  8.448698e-03 -1.980104e-03  8.855595e-03  6.898526e-03 -2.982253e-04
 [8,] -8.665682e-04  4.226682e-03  2.118653e-03 -3.462532e-03  2.967283e-03
 [9,]  3.059892e-03  1.900549e-03  2.814494e-03  5.682393e-03 -4.665309e-03
[10,] -1.234114e-04 -3.979023e-04 -4.694383e-04  1.353645e-03  3.620098e-04
[11,]  6.872250e-05 -2.494084e-04 -1.271171e-03 -8.948005e-04  4.484286e-04
[12,] -3.235617e-04  5.388988e-04  4.488443e-04  8.077204e-05 -1.702365e-04
[13,]  9.233260e-05  2.203233e-05 -5.099528e-05 -1.851167e-07  4.209282e-05
[14,] -1.114738e-04  1.872721e-05 -9.522330e-05 -4.502138e-05 -1.046009e-04
[15,]  5.588373e-06  1.004806e-05 -7.166031e-05 -7.764579e-05  1.341184e-05
[16,] -1.105746e-06  4.213401e-07  1.635215e-06 -3.680286e-06  3.775702e-05
[17,]  7.134816e-06 -5.605908e-06 -3.169261e-06  2.965689e-06  5.841333e-06
[18,]  1.667219e-06 -5.533161e-06  2.739403e-06 -4.088413e-06 -3.830786e-06
[19,]  1.090498e-07  4.576226e-06  4.407572e-06  4.450510e-06  2.070237e-07
[20,]  9.939444e-07  3.751777e-07 -5.503473e-08  1.647737e-08  1.273876e-06
[21,] -3.766074e-07 -7.555009e-07  4.297616e-07 -1.046041e-07 -3.293756e-07
            reps 26       reps 27       reps 28       reps 29       reps 30
 [1,]  4.766723e-02 -1.467653e-01  3.565114e-01 -6.188038e-01  3.799395e-01
 [2,]  3.552578e-01  2.951134e-01  2.627339e-02  1.578943e-01  2.923273e-01
 [3,]  1.102518e-01  3.626511e-02 -3.643083e-02  6.825102e-02 -9.318176e-02
 [4,] -2.350317e-02 -5.915481e-02 -1.117490e-02  4.770509e-02 -1.547271e-01
 [5,]  1.233700e-02  6.533610e-03  2.822680e-02  2.940691e-02  5.465957e-03
 [6,] -1.628748e-02  9.884596e-03 -3.791192e-03  2.329672e-02 -1.882586e-02
 [7,] -5.020803e-03 -9.530957e-03 -1.198749e-03  3.938622e-03  6.933734e-03
 [8,]  8.847816e-03  2.083313e-03  2.710793e-03  2.049079e-03 -2.298394e-04
 [9,]  6.916986e-04  3.076888e-04 -1.136489e-03 -2.232703e-03  4.312802e-03
[10,] -1.751000e-03  2.961254e-04 -1.035600e-04  8.829092e-04 -1.365911e-03
[11,]  7.624662e-05  4.957724e-05 -2.840202e-04  3.383033e-04 -3.294075e-04
[12,]  1.620796e-04 -4.678820e-04  6.343588e-05 -5.054284e-05  1.910593e-04
[13,] -7.446626e-06  3.666469e-04  3.293040e-04  1.295694e-04 -4.895744e-05
[14,] -1.890501e-06 -4.191508e-05 -3.535878e-05  6.279511e-07 -1.827060e-05
[15,] -4.688738e-05  2.656751e-05  5.370697e-05  1.727863e-05 -2.284314e-06
[16,]  2.733773e-06  2.080979e-05 -9.907497e-06  1.269325e-05 -2.544012e-05
[17,] -6.584659e-06  1.145323e-05  3.757607e-06  1.365275e-06  3.009957e-07
[18,] -2.602350e-06  3.801417e-07  3.746801e-06 -1.077837e-06  1.841646e-06
[19,]  1.919108e-06  2.472007e-06 -2.100785e-07  5.001659e-06 -2.691221e-06
[20,]  5.655302e-07 -1.503031e-06  9.831693e-07  1.085804e-06 -6.917926e-07
[21,]  7.214092e-07 -4.738529e-07  4.516489e-08 -7.576347e-07  4.554701e-07
            reps 31       reps 32       reps 33       reps 34       reps 35
 [1,]  5.929251e-02  1.296363e-01 -2.554291e-01 -9.865215e-01 -1.041295e+00
 [2,] -6.191248e-02 -3.265596e-01 -5.290102e-01 -1.508097e-01  3.030143e-01
 [3,]  1.597245e-01 -3.011667e-03 -1.317999e-03  3.404126e-02  9.125956e-02
 [4,] -7.244199e-02  5.583291e-02  3.141647e-02  4.644676e-02 -1.205453e-01
 [5,] -3.523789e-02  6.931773e-02  1.486255e-02 -4.054637e-02 -1.131808e-02
 [6,] -3.160148e-03 -1.410435e-02 -2.917586e-03  9.458478e-03 -2.932201e-03
 [7,] -6.899330e-05  2.081369e-03  3.093018e-03  2.566000e-03  2.639853e-03
 [8,]  5.168976e-05  2.440435e-03  1.585268e-03 -3.637282e-05  4.651672e-03
 [9,]  1.853447e-03 -2.350449e-03 -2.739706e-04 -3.046925e-03  4.825977e-03
[10,] -1.943994e-04 -1.198957e-03  4.665640e-04  2.093760e-03 -5.128768e-04
[11,] -3.718303e-04 -7.320363e-04 -3.240849e-04  3.034100e-04 -2.673509e-04
[12,]  4.159107e-04 -1.667630e-04  2.233519e-04  2.379021e-04  2.169654e-04
[13,]  2.451423e-05  1.485843e-04  7.896471e-05  2.009481e-04 -2.052429e-04
[14,]  5.757951e-05 -1.393780e-05 -1.310360e-05 -5.465750e-05 -1.497558e-05
[15,] -2.829306e-05  7.663057e-05  2.866465e-05  5.809013e-05 -8.029094e-05
[16,]  2.585208e-06  3.181734e-05 -1.802842e-05 -9.936845e-07  1.016563e-05
[17,] -5.969874e-06  3.666382e-06 -2.159135e-06  1.176741e-05  6.317202e-06
[18,] -4.296263e-07 -1.126797e-06  6.415795e-07 -5.983757e-06  4.810887e-06
[19,]  2.337300e-06  5.106491e-07 -4.127509e-06  2.942847e-06  6.196354e-06
[20,] -2.748619e-07  2.494905e-06  1.441515e-06  7.727051e-07 -9.784437e-07
[21,]  3.919083e-07 -5.588954e-07  6.898705e-08 -1.711273e-08 -3.102779e-07
            reps 36       reps 37       reps 38       reps 39       reps 40
 [1,]  1.242031e-01 -1.097614e+00 -3.176227e-01 -2.764459e-01 -4.010279e-01
 [2,]  3.189175e-01  3.881608e-01  1.049456e-01 -3.697531e-02  8.976040e-02
 [3,]  7.800795e-02 -2.501250e-01 -1.144937e-01  6.115238e-02 -1.905707e-01
 [4,] -1.564526e-01 -6.202373e-02 -1.878200e-01 -2.192510e-01 -1.748230e-01
 [5,] -9.969090e-02  1.770947e-02 -3.462073e-02 -2.392162e-02  3.636876e-02
 [6,] -1.768906e-02 -1.186150e-02 -1.622736e-03  1.325444e-02  7.797069e-03
 [7,]  8.750991e-03 -1.042995e-02  4.720762e-03  1.206675e-02 -5.687235e-04
 [8,]  5.682913e-03 -1.800591e-03  2.259710e-03  5.309037e-03  6.143022e-04
 [9,]  8.216471e-03  6.336957e-04  8.094920e-03  7.735901e-03  1.047040e-03
[10,] -1.975245e-03 -2.679267e-03 -2.060082e-03 -1.331475e-05 -5.587298e-04
[11,] -7.828874e-04  3.531724e-04  3.868120e-04 -8.786485e-04 -4.475709e-04
[12,]  7.834455e-04 -4.926803e-05  2.005421e-04  1.772027e-04  4.420455e-04
[13,] -1.104293e-04 -1.596531e-04 -1.815872e-04 -1.349312e-04  1.785437e-04
[14,] -2.213936e-05  2.263629e-05  2.468866e-05 -6.219115e-05  1.751648e-04
[15,] -4.748842e-05 -5.040927e-05 -3.340692e-05 -8.698441e-05 -2.604937e-05
[16,]  3.274433e-06 -2.105222e-06 -1.021233e-05 -1.516958e-05 -1.603302e-05
[17,] -8.829162e-06 -1.139525e-05  8.380441e-06  7.032515e-07 -3.710218e-06
[18,]  2.930362e-06  5.446892e-06  7.007952e-06  6.195356e-06 -3.774930e-06
[19,]  5.855514e-06  4.537043e-06  3.147665e-06  3.339874e-06 -2.126587e-06
[20,] -9.508852e-08  1.003819e-06 -2.235383e-06 -2.320501e-07  3.663587e-07
[21,]  4.968152e-07 -4.859604e-07  1.931453e-07  1.568033e-07  1.910321e-07
            reps 41       reps 42       reps 43       reps 44       reps 45
 [1,]  8.146745e-02  2.211278e-01 -1.356801e-01 -1.022065e+00  5.989828e-01
 [2,]  1.345110e-01 -2.723403e-01 -1.366767e-01  2.617536e-01  2.481936e-01
 [3,] -1.040610e-01  1.450546e-01  4.685873e-02 -2.832587e-02 -2.558640e-02
 [4,] -1.904468e-02  7.398404e-02  4.116351e-02  6.161146e-02 -1.522819e-01
 [5,]  5.802823e-03  1.496933e-02  5.589312e-02  4.292258e-02 -8.090633e-02
 [6,]  9.632816e-03 -6.007569e-03 -1.203656e-02  1.127469e-02 -6.545356e-03
 [7,] -6.225473e-03 -1.227206e-02 -1.449096e-02 -3.944035e-03  7.239977e-04
 [8,] -1.523608e-03 -3.714837e-03  1.105024e-03  1.325102e-03  2.158329e-03
 [9,]  3.038748e-04 -1.604253e-04 -2.365476e-03  4.517245e-04  9.539657e-03
[10,] -2.506869e-04 -5.048625e-04 -8.528962e-05 -1.666897e-03 -1.675260e-03
[11,]  1.300302e-04  6.612407e-04  8.310788e-04 -3.614127e-04  1.540872e-05
[12,]  4.028540e-05  1.090923e-04 -1.485256e-04 -9.445452e-05 -1.212551e-04
[13,] -3.806285e-06 -1.477287e-04  6.635748e-05 -6.115262e-05  8.912371e-05
[14,]  7.795121e-06 -4.577110e-05  1.318692e-04 -9.263335e-05 -1.755362e-05
[15,]  6.983901e-07 -8.697723e-06 -4.671641e-06  4.126424e-05 -5.994563e-05
[16,] -2.395280e-05 -1.342821e-05 -1.185490e-05  4.029159e-07 -1.219539e-05
[17,] -2.400415e-06 -1.332709e-05  8.665334e-07 -4.822686e-06  8.847236e-06
[18,] -6.477422e-06  1.990367e-06 -7.342983e-06 -5.916386e-06  4.768112e-06
[19,] -8.322683e-07 -2.901467e-06  2.205949e-07 -4.383392e-07  1.674295e-06
[20,] -4.395637e-07  8.103463e-08  4.274262e-07  8.710443e-07  1.030696e-06
[21,] -2.607501e-07 -7.672283e-07 -2.427421e-08  7.687747e-07  3.854594e-07
            reps 46       reps 47       reps 48       reps 49       reps 50
 [1,]  4.845153e-01 -4.026079e-02  5.319789e-02 -6.510580e-01 -6.566600e-01
 [2,]  1.577086e-01 -4.300641e-01  7.621082e-02 -3.104871e-01  4.966100e-02
 [3,]  1.025477e-01 -1.342933e-02 -2.866410e-01 -4.821218e-02 -1.919270e-01
 [4,] -8.827427e-03  4.445860e-02 -4.147895e-03 -8.475984e-02 -5.336333e-02
 [5,]  4.152485e-02  6.166799e-02  3.508954e-02 -3.115533e-02 -5.505159e-02
 [6,]  3.384727e-03 -1.118313e-02  1.332501e-02 -1.549186e-02 -1.511014e-02
 [7,] -7.963047e-04 -3.316480e-03 -7.827398e-03  5.799132e-03  1.346868e-02
 [8,] -3.039193e-03 -7.435620e-03 -8.992146e-04  3.046803e-03 -9.981424e-04
 [9,] -7.857714e-04 -4.625414e-03  9.387480e-05 -2.285507e-04  2.790737e-03
[10,]  1.662990e-03  7.041632e-04 -1.214977e-03  7.609858e-04  6.533796e-04
[11,] -4.287841e-04  1.252803e-03  3.620535e-04  3.427241e-04 -4.794646e-05
[12,] -2.778956e-04  2.190859e-04  1.943315e-05 -8.955129e-05 -2.987804e-04
[13,] -2.442472e-04 -1.233278e-04  1.485818e-04  8.406797e-05  9.883070e-05
[14,]  3.219033e-05  3.068830e-06  6.445004e-05 -5.544197e-05 -2.215947e-05
[15,]  1.064886e-05  5.273217e-05 -4.971214e-06 -2.524803e-05 -9.074611e-05
[16,]  8.496211e-06  1.528793e-05 -1.572710e-05 -1.085441e-05 -7.923590e-06
[17,] -2.272745e-06  1.272862e-05 -7.497434e-07  2.858649e-06 -1.535955e-06
[18,] -1.269679e-06 -7.878277e-06 -8.833984e-07  1.597591e-06  9.031886e-07
[19,] -8.312961e-07  2.758338e-06  9.916857e-07  1.643146e-06  9.753585e-07
[20,]  7.597561e-08  8.104632e-07 -5.138914e-07  3.728799e-07 -6.663341e-08
[21,] -1.532530e-07 -6.388519e-07 -8.508318e-07 -2.349418e-07  6.586655e-07
            reps 51       reps 52       reps 53       reps 54       reps 55
 [1,] -1.039383e+00 -5.274546e-01 -1.148159e+00  3.639846e-01 -4.433320e-01
 [2,]  2.245808e-01 -1.444055e-01  3.469925e-01  4.332509e-01 -1.245655e-02
 [3,] -1.752796e-01 -1.534265e-01 -8.835342e-02 -2.611038e-02 -8.674378e-02
 [4,] -2.301579e-01 -1.286977e-01 -3.707358e-02 -8.733181e-02  4.374639e-02
 [5,] -5.085969e-02 -9.792543e-02 -8.067071e-02 -6.659400e-04 -9.224889e-04
 [6,] -9.313364e-03 -2.141003e-03  4.608647e-03  2.711541e-02 -3.173116e-03
 [7,]  1.169282e-02  1.885201e-02  9.616841e-03 -1.425895e-02 -5.343238e-03
 [8,]  4.255104e-03  5.340390e-03  1.218020e-02  1.317058e-03 -1.122855e-02
 [9,]  4.846950e-03  3.398166e-03  1.386743e-03  6.315705e-03 -9.698224e-04
[10,] -2.609199e-03 -2.523695e-03 -3.843621e-04 -5.270027e-04  6.241763e-04
[11,] -6.844661e-04  3.693917e-04  1.018080e-04 -9.399646e-04 -1.102855e-03
[12,]  2.153320e-04  1.191325e-04  1.470316e-04  2.828088e-04  2.518605e-04
[13,] -1.038191e-04  2.179275e-05  8.907746e-05 -1.456755e-04  7.517679e-05
[14,]  1.361983e-04 -1.276138e-04 -3.384792e-05 -4.882181e-05  1.862766e-05
[15,] -7.743235e-05 -1.912365e-05 -1.480621e-05 -4.801516e-05 -1.417501e-05
[16,] -3.017712e-05 -1.896762e-05 -1.287893e-05 -1.395221e-05  7.381728e-07
[17,] -1.801899e-06 -1.418367e-06  1.952089e-05 -4.454853e-06 -3.118214e-06
[18,]  4.916140e-06  9.419543e-06  7.081001e-06  2.991962e-06  2.063505e-06
[19,]  2.470446e-06  3.306648e-07  5.560820e-06  2.530381e-06 -2.321135e-07
[20,] -1.106422e-06 -1.569988e-07  1.200558e-06 -7.761379e-07  1.179562e-06
[21,]  7.316592e-08 -3.713329e-07  3.833477e-07  1.514546e-07  6.650509e-07
            reps 56       reps 57       reps 58       reps 59       reps 60
 [1,] -9.115161e-01 -1.064850e+00 -6.700493e-01 -3.518694e-01 -4.867383e-01
 [2,]  3.559531e-01  3.532455e-01  1.885944e-01  6.077946e-01 -1.235885e-01
 [3,] -1.900178e-01 -4.286137e-02 -4.799231e-02 -2.383404e-01 -2.907245e-02
 [4,]  1.923792e-02 -2.390217e-01 -3.477953e-01 -2.606038e-01 -1.355121e-01
 [5,] -9.908864e-03 -1.866938e-02 -5.092774e-02 -7.207716e-02 -1.310373e-02
 [6,]  4.026792e-02  1.041625e-02  8.052334e-03  5.356558e-03 -1.311142e-03
 [7,]  8.031301e-03  2.122165e-02  2.334448e-02  3.575398e-03  8.343718e-03
 [8,]  1.969208e-03  3.259583e-04  9.990078e-03  5.072448e-03  1.098932e-03
 [9,]  3.320332e-04  9.314028e-03  7.343372e-03  8.964173e-03  1.298461e-03
[10,]  1.366766e-03 -1.583326e-03 -2.162246e-03  5.754337e-04  2.103374e-05
[11,] -1.039681e-03 -1.012351e-03 -8.930292e-04 -6.335185e-04 -1.042994e-04
[12,]  1.874308e-04  2.355760e-04  9.312153e-05  2.867572e-06  1.021454e-04
[13,] -4.753673e-05  1.172123e-04 -9.936741e-05 -1.513109e-04 -1.229728e-04
[14,] -2.844858e-05 -1.469177e-04  2.412648e-05  5.770312e-05 -3.050675e-07
[15,] -3.815296e-06 -5.855856e-05 -7.104669e-05 -9.200233e-05 -3.946039e-05
[16,]  4.297830e-06 -1.153509e-05  1.750738e-05 -2.670392e-05 -4.111970e-05
[17,] -1.667900e-06  2.229505e-07  1.502828e-06  1.459582e-05 -2.028197e-05
[18,]  1.586917e-06  9.503547e-06  1.046580e-05  4.097734e-06  5.037789e-06
[19,] -1.115462e-06  3.075781e-06  1.807790e-06  2.654735e-06  1.303249e-06
[20,] -8.619113e-09 -2.881111e-06  3.927668e-08 -8.622177e-07  8.062491e-07
[21,]  1.333874e-07 -3.368791e-07  7.252158e-08  1.787452e-07 -5.270062e-07
            reps 61       reps 62       reps 63       reps 64       reps 65
 [1,]  5.955926e-01 -2.468320e-01  3.144131e-01  6.844101e-01  5.905250e-01
 [2,]  4.563506e-02 -1.444133e-02 -2.765682e-03  4.027164e-02 -3.562977e-01
 [3,]  1.448834e-01 -1.132357e-01 -7.878095e-03  9.718080e-02 -1.665039e-02
 [4,] -9.342791e-02  8.279003e-02  2.883057e-02  2.049673e-02  1.002062e-01
 [5,] -3.513211e-02 -2.648998e-02  3.758197e-02 -6.875928e-03  6.290502e-02
 [6,]  1.600451e-03 -1.508368e-02 -1.549842e-02  1.390434e-02 -1.865760e-02
 [7,] -1.093624e-02  4.696770e-03 -4.984131e-03 -5.298920e-03 -1.378872e-02
 [8,]  5.839637e-03  4.847127e-03 -2.620297e-03  1.785464e-03 -4.203641e-03
 [9,]  9.526836e-04 -1.075531e-03  3.787215e-03  6.255983e-04 -3.360495e-03
[10,] -3.367145e-03  1.861179e-03  1.220718e-03  4.496325e-04  1.661535e-03
[11,]  2.121260e-04 -8.796249e-06 -9.118378e-04  1.852028e-04  4.443761e-04
[12,] -1.991929e-04 -1.746983e-04 -1.977056e-04  2.178781e-04  2.371595e-04
[13,] -9.158177e-05  1.918771e-04  8.135820e-05  6.840789e-05 -5.374015e-05
[14,] -1.928253e-04  3.653600e-05 -4.139289e-05  5.083704e-05  6.298603e-05
[15,]  1.802507e-05  5.614471e-06  1.906215e-05  2.319256e-05  8.749917e-05
[16,] -7.693567e-06 -2.019461e-05  8.374681e-06 -1.857226e-05 -1.144314e-05
[17,]  3.958246e-06 -2.055928e-07 -2.320819e-06  2.855549e-06 -1.531012e-07
[18,]  2.450226e-07  2.892218e-07 -3.682214e-06 -5.078803e-07  3.691359e-08
[19,]  1.634259e-06 -1.078724e-06  7.234425e-08 -1.901789e-06  1.706028e-07
[20,]  3.684844e-09  1.124771e-06  1.190716e-06 -3.836073e-08  1.238662e-06
[21,]  7.572860e-07 -3.374805e-07 -2.899373e-08  2.206869e-07  5.558789e-07
            reps 66       reps 67       reps 68       reps 69       reps 70
 [1,] -6.938977e-02  7.026711e-01 -5.392585e-01  3.197153e-01  3.107697e-01
 [2,] -6.829332e-02 -1.280341e-01 -3.012440e-01 -3.575977e-02 -4.511882e-01
 [3,]  2.604062e-02  2.893387e-01 -4.639951e-03 -5.313316e-02 -6.760257e-02
 [4,]  9.460900e-02 -1.414310e-02  1.431555e-01  7.251106e-02  4.293482e-02
 [5,]  1.574088e-03 -3.653758e-02  6.957894e-02  6.078606e-03 -2.252371e-02
 [6,]  2.359099e-02 -1.987879e-02  1.058012e-02 -1.069748e-02 -3.885631e-03
 [7,] -1.802064e-03  5.481407e-03 -1.290926e-02 -1.578497e-03  5.318190e-05
 [8,] -4.920653e-03 -4.814910e-03 -5.200814e-03  5.469303e-03 -5.521037e-03
 [9,] -1.751618e-03  1.112838e-04 -5.840423e-03 -2.010533e-03 -8.409146e-04
[10,]  1.757621e-03  7.970303e-04  4.789840e-04 -1.007477e-03  1.861562e-04
[11,] -2.255124e-04 -1.202558e-03 -5.563567e-04  1.085382e-03  5.429602e-04
[12,] -1.605466e-04  2.670641e-05 -2.342956e-04  2.815657e-04  1.514862e-04
[13,]  3.711558e-05  6.306703e-05 -1.580097e-04 -1.880004e-04 -3.720803e-05
[14,] -1.380758e-04 -4.631083e-06 -7.174710e-05  5.196559e-05 -3.980440e-06
[15,]  3.486461e-05  3.112687e-05  5.599470e-05 -2.568574e-05 -4.767160e-05
[16,] -4.144163e-06 -3.005570e-05  8.596243e-06  1.170476e-05  9.732664e-07
[17,]  6.130647e-06  7.276926e-06 -2.284379e-06 -1.051601e-05 -5.526390e-06
[18,] -8.095200e-06  7.098438e-06 -9.528863e-06  5.490987e-07 -6.666271e-06
[19,] -4.092505e-06  1.835300e-06 -2.585665e-06  7.890130e-07  3.632989e-06
[20,]  1.474759e-06  5.372355e-07 -7.042760e-07  2.184647e-06  4.074014e-08
[21,]  2.501567e-07 -5.234235e-07  2.988525e-07 -3.498149e-08 -6.602846e-07
            reps 71       reps 72       reps 73       reps 74       reps 75
 [1,]  1.833361e-01 -4.787184e-01  4.633887e-01  3.502850e-01  7.125721e-01
 [2,]  5.482164e-02  2.876378e-01  6.719040e-03 -1.633035e-01  6.549705e-02
 [3,]  3.243446e-01  1.024942e-01 -1.809231e-01  2.021614e-01  6.970734e-02
 [4,]  4.900024e-02  3.043506e-02 -1.103245e-01 -4.636649e-03  1.280880e-01
 [5,]  3.054139e-02  1.861623e-02 -2.983586e-02 -9.355682e-03  5.733398e-03
 [6,]  2.150055e-03  1.566724e-02 -1.979517e-02  8.363868e-03 -2.343999e-02
 [7,] -2.761355e-02 -5.560694e-03 -2.428910e-03  1.694154e-03  1.753826e-03
 [8,] -7.898291e-03 -5.228087e-03 -3.998479e-03 -8.602032e-03 -8.525514e-03
 [9,] -7.096031e-03  2.654719e-04  2.163347e-03 -6.011783e-04 -4.379810e-03
[10,]  2.939953e-03  8.505893e-04 -1.159716e-03  3.127273e-04  1.528384e-03
[11,]  1.156482e-03  1.575902e-05 -8.451771e-04 -3.177015e-04  7.265029e-04
[12,]  2.720455e-04  8.633205e-05  1.024776e-05 -6.986653e-05 -1.994015e-04
[13,]  5.178939e-05  1.431207e-04 -2.464938e-04 -2.065000e-04  1.265805e-04
[14,]  3.863453e-05  1.342731e-04 -1.334462e-06 -7.078042e-05 -1.122989e-05
[15,]  1.313383e-05  4.109886e-05  2.356244e-05  5.386892e-05  2.519950e-05
[16,]  1.757336e-05  4.897898e-08  5.944147e-06  1.153375e-06  1.324686e-05
[17,]  8.143004e-06 -8.972683e-07 -4.309547e-06 -1.118546e-06 -7.972220e-07
[18,]  3.452752e-07  2.479968e-06  3.700840e-06 -2.237774e-06 -6.457104e-06
[19,]  7.762641e-07 -3.024680e-06  2.946492e-07 -2.503722e-07 -4.874593e-06
[20,] -4.925177e-08 -9.512406e-07  7.605014e-07  4.904145e-07 -1.189995e-06
[21,] -6.037116e-07  3.507130e-07  5.903513e-07 -2.217591e-07 -2.283968e-07
            reps 76       reps 77       reps 78       reps 79       reps 80
 [1,] -3.979671e-01 -2.836319e-01  1.858959e-01 -6.837629e-03 -6.587743e-01
 [2,] -3.190837e-02  2.971928e-01  2.179414e-01 -2.690330e-01 -7.795918e-01
 [3,]  1.857910e-01  3.805781e-02  8.190013e-02  2.439967e-01 -1.291213e-01
 [4,]  7.636645e-03 -8.148753e-02 -1.353131e-01 -4.741156e-02 -1.352413e-02
 [5,]  3.221581e-02 -8.247317e-03 -4.718695e-02 -1.010880e-02  1.902975e-02
 [6,]  1.732739e-02 -2.828707e-02 -9.433559e-03  2.112366e-02 -1.458726e-02
 [7,] -7.336549e-03  1.330552e-03  1.180703e-02  8.663874e-04 -1.251270e-02
 [8,]  2.705696e-03 -6.721661e-03 -3.630328e-03 -4.026521e-03 -5.507757e-04
 [9,] -2.860537e-03  1.906355e-03  4.977764e-03 -1.898636e-03  3.742450e-04
[10,]  5.735964e-04 -5.414098e-04 -4.076026e-03 -8.746063e-04  9.511098e-04
[11,]  8.023965e-04 -2.500827e-04 -1.992881e-04  8.247853e-04 -4.328111e-04
[12,]  1.933968e-05  2.920903e-04  3.373912e-04 -1.160117e-04 -1.246689e-04
[13,]  4.878415e-05 -3.855712e-06 -1.335558e-04  2.808267e-04 -9.562953e-05
[14,] -9.940650e-05 -9.219778e-05  9.302102e-06 -8.670504e-05 -1.078485e-04
[15,]  4.390892e-06 -1.487017e-07 -2.308698e-05 -1.373233e-05  3.858546e-05
[16,] -9.569373e-07  2.251565e-05 -5.036230e-06  4.602315e-06  1.116182e-05
[17,]  2.168254e-06 -8.080666e-06  8.222738e-06 -1.917174e-06  7.169018e-06
[18,] -1.239070e-05  3.274907e-07 -2.137948e-06  1.078359e-06 -2.251724e-06
[19,] -2.596928e-06  2.166490e-06  8.196466e-07  6.274929e-08 -1.757882e-06
[20,]  3.096635e-07  9.258007e-08 -9.046077e-07  1.657660e-06 -9.059663e-07
[21,] -2.841690e-07 -1.160923e-07 -6.960563e-07  3.987671e-08  6.394312e-07
            reps 81       reps 82       reps 83       reps 84       reps 85
 [1,] -2.404005e-01 -1.131678e-01 -2.146592e-01  7.659521e-03  4.946370e-01
 [2,]  3.003354e-01 -3.224456e-01  3.250750e-01 -1.597409e-01  8.277751e-03
 [3,] -1.322293e-01 -2.412625e-02  1.104513e-01 -5.581994e-02 -1.289556e-01
 [4,]  8.284001e-02  3.601043e-02 -3.692499e-03 -1.331104e-01 -3.005744e-02
 [5,] -5.826283e-02 -1.698814e-03  9.562085e-03 -2.519546e-02  2.725916e-02
 [6,]  4.204797e-03  7.971488e-03  4.882228e-03 -2.031449e-02 -1.804557e-03
 [7,]  5.614056e-03 -1.322760e-02  8.189628e-03 -1.010167e-02 -1.551233e-02
 [8,]  6.414338e-04  5.679223e-03  3.990678e-03 -4.092809e-03  2.394032e-03
 [9,]  2.654999e-03  6.155754e-04 -3.698585e-04  2.461091e-03 -2.964060e-04
[10,] -3.330285e-05 -1.218848e-03 -2.562592e-04 -5.362885e-04 -3.798500e-04
[11,] -3.811715e-04  3.194729e-04  4.872258e-04 -3.178773e-04  5.948212e-04
[12,] -2.898796e-04 -2.244629e-04  2.883496e-04  8.979878e-05 -2.651637e-04
[13,] -1.591740e-05  1.088585e-04  2.750135e-05 -4.313343e-04 -2.467082e-04
[14,]  3.265265e-05  8.154500e-05 -7.732781e-05  2.988795e-05 -6.438354e-06
[15,] -6.012036e-05 -4.263210e-05  5.541330e-05 -3.431780e-05 -1.897002e-05
[16,] -2.475941e-06  1.515236e-05 -1.002579e-05  1.360837e-05 -3.382730e-06
[17,]  1.051716e-05  1.866117e-06 -1.166777e-05  1.390884e-05  2.071295e-06
[18,]  5.503342e-06  3.575079e-06 -8.346774e-06  6.523210e-07  1.378019e-06
[19,]  2.901621e-06 -6.154517e-07 -5.174694e-07  6.498226e-07 -1.337521e-06
[20,]  7.017718e-07  1.181780e-07  2.429356e-06 -2.538630e-07 -4.775035e-07
[21,]  1.360130e-07 -9.746025e-07 -5.817979e-07 -1.831143e-07  1.171176e-06
            reps 86       reps 87       reps 88       reps 89       reps 90
 [1,] -1.687224e-01 -5.087095e-01  1.056734e-01 -2.839211e-01 -1.098886e-01
 [2,]  1.168147e-01  4.950810e-01  3.442983e-01  2.426842e-01  3.558159e-02
 [3,]  1.297860e-01 -1.317930e-01 -3.813252e-02 -1.786348e-01 -3.044467e-02
 [4,]  1.132787e-01  5.757563e-02 -2.282745e-02 -4.023438e-02 -2.147270e-01
 [5,]  7.327759e-02  1.902372e-02  6.379639e-03 -4.613390e-02  2.548153e-02
 [6,]  6.655117e-03 -1.338865e-02 -1.012795e-02  3.476078e-02  3.630116e-03
 [7,] -1.053878e-02  3.837835e-04  2.809456e-03  6.851854e-03  1.241177e-02
 [8,] -2.552144e-03 -5.271831e-03  2.427249e-04  3.993579e-03  4.071706e-03
 [9,] -4.064776e-03  1.650778e-03  6.443797e-03  5.445870e-03  4.083530e-03
[10,]  9.164953e-04  2.072458e-04 -2.576340e-03 -4.901085e-06  5.688793e-04
[11,]  4.498872e-04  8.800514e-05  1.993927e-04 -8.811523e-05 -1.120381e-04
[12,] -1.325851e-04  8.702862e-05 -3.823510e-05  1.838290e-04  2.429866e-04
[13,]  1.914206e-04 -1.288686e-04  6.578061e-05 -2.104927e-04 -2.124279e-05
[14,] -3.264653e-05  6.476420e-05 -4.411396e-05  2.308329e-05 -8.726083e-06
[15,]  5.022630e-05 -4.517430e-05 -5.405158e-05  2.959518e-05 -3.769663e-05
[16,]  1.320810e-06  1.012835e-05 -9.049724e-06 -5.730076e-06 -6.280553e-06
[17,] -8.900866e-06 -5.181541e-06  9.718901e-06  3.162714e-06 -4.694244e-06
[18,] -4.604225e-06  3.188716e-07  6.177584e-06 -3.442718e-06  1.358629e-06
[19,] -3.781403e-07 -2.861857e-06  2.260954e-06  2.066339e-06 -2.226438e-07
[20,]  1.060208e-06 -1.035261e-06 -9.791157e-08  1.022844e-06 -5.738628e-07
[21,] -8.352653e-07 -2.331192e-07  7.189143e-07  5.034034e-07 -3.260581e-07
            reps 91       reps 92       reps 93       reps 94       reps 95
 [1,] -1.171910e-01  2.856216e-02 -7.374467e-01 -1.592613e+00 -3.481732e-01
 [2,]  2.884772e-01 -2.098906e-01 -7.060989e-01  2.882017e-01  4.429284e-01
 [3,] -2.480223e-01  1.141670e-01  1.869615e-01  4.917917e-02 -8.967895e-02
 [4,] -6.622355e-02  1.260636e-02 -1.215845e-01 -1.794135e-01 -2.020089e-01
 [5,] -4.488370e-02 -3.361386e-02  3.138973e-03 -3.714139e-02 -5.426272e-02
 [6,]  1.263424e-02 -3.789698e-03 -6.147287e-03 -8.834075e-03 -6.552473e-03
 [7,]  7.894682e-03  4.569674e-03  9.012561e-03  1.431550e-02  1.120872e-02
 [8,] -1.582477e-03  3.026100e-03 -3.677811e-03  5.810068e-03  7.181350e-03
 [9,] -1.617891e-03 -5.167657e-04  3.875969e-04  7.199362e-04  6.348445e-03
[10,] -1.327974e-03  1.015478e-03  1.168422e-03  8.484786e-04 -1.269545e-03
[11,] -2.636730e-04 -5.141401e-04 -3.944774e-04  5.065761e-04 -1.280671e-03
[12,] -1.331700e-04 -5.234000e-04 -8.550229e-05 -5.155495e-04  3.795899e-04
[13,] -1.559938e-04 -1.531968e-04 -5.577241e-05  6.261753e-05  7.059517e-05
[14,] -5.031337e-05  7.340582e-05 -5.772889e-05  1.077775e-04 -4.855536e-05
[15,] -6.846467e-05  2.310097e-05 -2.136638e-05 -7.365788e-07 -1.311529e-04
[16,] -1.051380e-05 -1.097530e-06 -1.382691e-06 -2.191682e-05 -8.830765e-06
[17,]  1.433515e-06 -2.784424e-06 -1.111289e-05 -1.331984e-05  2.929746e-06
[18,]  6.355619e-06  2.238540e-06 -2.571763e-06  1.349772e-06  1.324801e-05
[19,] -5.317898e-07  1.053153e-06  8.997441e-07 -8.853358e-08  1.166642e-06
[20,] -1.130518e-06  2.034469e-06 -2.156521e-06 -3.104228e-08 -1.816964e-07
[21,] -2.877410e-07 -3.619062e-07 -9.007663e-08  8.771820e-08 -1.014316e-07
            reps 96       reps 97       reps 98       reps 99      reps 100
 [1,]  8.988831e-01  8.014000e-01 -8.695829e-02  3.086561e-01 -3.024758e-02
 [2,]  2.855486e-01 -1.484747e-01 -5.661062e-01  2.981404e-03  2.826001e-04
 [3,]  5.650033e-02  8.124603e-02  1.059194e-02 -1.388838e-01 -1.129157e-01
 [4,] -1.168310e-01  1.676679e-01  1.339450e-01 -6.406074e-02  2.195206e-02
 [5,] -3.167398e-02 -7.737899e-03  6.034505e-02 -3.921977e-02 -5.333183e-02
 [6,]  7.130078e-03 -1.901345e-03 -1.230058e-02 -1.686472e-03  1.309143e-02
 [7,]  1.781558e-02 -3.375380e-03 -1.768427e-02 -8.152338e-03  3.891243e-03
 [8,]  5.533581e-03 -5.970885e-03 -5.328501e-03  2.910751e-04 -3.938041e-03
 [9,]  1.027309e-03 -6.702573e-03 -7.435803e-04  2.197472e-04 -1.671804e-03
[10,] -1.589408e-03  2.092140e-03  5.286196e-04 -1.972662e-03 -1.449496e-03
[11,] -4.444053e-04  2.610164e-04 -4.472724e-04  3.721952e-04 -2.727686e-04
[12,]  7.870534e-05 -4.560006e-04 -7.527657e-04  2.216512e-04  2.491338e-04
[13,] -1.018188e-04 -6.256469e-05  4.268398e-05 -3.440325e-06  4.620147e-05
[14,] -3.173960e-05 -1.310080e-05  1.511348e-04  5.207366e-06 -2.708055e-05
[15,] -6.415501e-06  4.161416e-05  3.866337e-05  2.869857e-05  8.271853e-06
[16,]  1.187305e-05  1.108085e-05 -1.718211e-05  1.859441e-05 -2.305840e-06
[17,]  7.899719e-06 -2.144617e-05 -1.558828e-05 -3.654470e-06 -1.189067e-06
[18,]  5.699761e-06 -5.472415e-06 -1.163805e-06 -1.491849e-06 -1.260952e-06
[19,]  2.574898e-06  1.086690e-06 -3.061283e-06  9.054704e-07  1.979464e-06
[20,] -1.849644e-07  1.242684e-06 -1.502745e-06  2.072210e-07  1.475371e-06
[21,]  4.582867e-07 -3.510758e-07 -8.903838e-07  2.125098e-07 -2.025323e-07

$basis
$call
basisfd(type = type, rangeval = rangeval, nbasis = nbasis, params = params, 
    dropind = dropind, quadvals = quadvals, values = values, 
    basisvalues = basisvalues)

$type
[1] "fourier"

$rangeval
[1] 0 1

$nbasis
[1] 21

$params
[1] 1

$dropind
numeric(0)

$quadvals
NULL

$values
list()

$basisvalues
list()

$names
 [1] "const" "sin1"  "cos1"  "sin2"  "cos2"  "sin3"  "cos3"  "sin4"  "cos4" 
[10] "sin5"  "cos5"  "sin6"  "cos6"  "sin7"  "cos7"  "sin8"  "cos8"  "sin9" 
[19] "cos9"  "sin10" "cos10"

attr(,"class")
[1] "basisfd"

$fdnames
$fdnames$args
[1] "time"

$fdnames$reps
  [1] "reps 1"   "reps 2"   "reps 3"   "reps 4"   "reps 5"   "reps 6"  
  [7] "reps 7"   "reps 8"   "reps 9"   "reps 10"  "reps 11"  "reps 12" 
 [13] "reps 13"  "reps 14"  "reps 15"  "reps 16"  "reps 17"  "reps 18" 
 [19] "reps 19"  "reps 20"  "reps 21"  "reps 22"  "reps 23"  "reps 24" 
 [25] "reps 25"  "reps 26"  "reps 27"  "reps 28"  "reps 29"  "reps 30" 
 [31] "reps 31"  "reps 32"  "reps 33"  "reps 34"  "reps 35"  "reps 36" 
 [37] "reps 37"  "reps 38"  "reps 39"  "reps 40"  "reps 41"  "reps 42" 
 [43] "reps 43"  "reps 44"  "reps 45"  "reps 46"  "reps 47"  "reps 48" 
 [49] "reps 49"  "reps 50"  "reps 51"  "reps 52"  "reps 53"  "reps 54" 
 [55] "reps 55"  "reps 56"  "reps 57"  "reps 58"  "reps 59"  "reps 60" 
 [61] "reps 61"  "reps 62"  "reps 63"  "reps 64"  "reps 65"  "reps 66" 
 [67] "reps 67"  "reps 68"  "reps 69"  "reps 70"  "reps 71"  "reps 72" 
 [73] "reps 73"  "reps 74"  "reps 75"  "reps 76"  "reps 77"  "reps 78" 
 [79] "reps 79"  "reps 80"  "reps 81"  "reps 82"  "reps 83"  "reps 84" 
 [85] "reps 85"  "reps 86"  "reps 87"  "reps 88"  "reps 89"  "reps 90" 
 [91] "reps 91"  "reps 92"  "reps 93"  "reps 94"  "reps 95"  "reps 96" 
 [97] "reps 97"  "reps 98"  "reps 99"  "reps 100"

$fdnames$funs
[1] "values"


attr(,"class")
[1] "fd"
Loading required package: splines
Loading required package: Matrix

Attaching package: 'fda'

The following object is masked from 'package:graphics':

    matplot

$coefs
             reps 1        reps 2        reps 3        reps 4        reps 5
 [1,]  4.679191e-01 -8.001043e-01 -2.026636e-01  1.171179e-01 -8.577467e-01
 [2,] -4.628623e-02  1.954802e-01  5.531014e-02 -6.118508e-02 -1.025973e-01
 [3,] -1.040446e-01  1.701157e-02 -1.534176e-01  2.314107e-02  1.709630e-01
 [4,] -2.653367e-02 -5.548754e-02  1.509974e-02  4.268051e-02 -1.076076e-01
 [5,]  5.270373e-02 -3.063446e-02  2.101938e-02  1.724003e-02  2.688824e-02
 [6,]  1.036859e-02 -9.083416e-03  1.819400e-02 -6.982485e-03 -1.956409e-02
 [7,] -9.720545e-04 -1.121729e-02  6.357313e-03 -1.656396e-03 -8.902364e-03
 [8,] -6.629207e-05  3.873432e-04 -2.508035e-03 -1.156155e-03  3.280182e-03
 [9,]  1.604681e-03  1.081688e-03  2.744096e-03 -1.175097e-03  9.960694e-04
[10,] -6.044756e-04  8.690097e-04  7.826183e-04  3.311783e-04  6.686783e-04
[11,] -5.232797e-04  1.229308e-04 -1.632006e-04 -2.601706e-04  1.265136e-03
[12,]  2.705280e-04  8.769904e-05  1.100641e-04 -1.496100e-05 -4.801700e-05
[13,]  1.622095e-04 -3.126576e-05 -1.407045e-04 -1.164243e-05  6.380837e-05
[14,]  4.422801e-05 -4.219228e-06  1.502804e-04  5.712818e-06 -1.002762e-04
[15,] -4.126514e-05 -2.826048e-05  6.340621e-05  3.820111e-06 -1.813901e-05
[16,] -4.940625e-06 -1.511319e-05  2.901505e-06  1.726231e-05  3.986810e-05
[17,] -5.531707e-07  1.618855e-07  1.269779e-06 -8.250933e-06 -4.671773e-06
[18,] -1.774268e-06 -2.139848e-06 -1.073207e-06  4.052720e-06 -7.789622e-07
[19,] -3.085083e-06 -2.642345e-06  3.378580e-06  4.651245e-07 -1.226140e-06
[20,] -1.033909e-06  1.815191e-06  8.568019e-07  6.748055e-07 -1.822281e-06
[21,] -9.658147e-07 -3.624776e-08  9.431393e-07 -2.731363e-07  7.801047e-07
             reps 6        reps 7        reps 8        reps 9       reps 10
 [1,]  1.297375e-01  6.089198e-01  1.333832e-01 -2.017035e-01  2.092159e-01
 [2,] -3.102915e-01  1.522841e-01 -2.189598e-01  3.993622e-01  3.986814e-01
 [3,] -1.293528e-02  2.040250e-01 -3.300322e-02 -5.525195e-02  1.966931e-01
 [4,] -8.608772e-02 -1.769685e-02  8.003424e-02  3.963614e-02  6.103996e-02
 [5,]  1.359630e-02 -1.440778e-02 -4.452368e-02  2.557381e-02  3.185740e-02
 [6,]  6.221294e-03 -1.316754e-02 -1.814265e-03  5.973699e-03  7.967234e-03
 [7,] -5.240827e-03 -1.655626e-02 -8.881967e-03  1.171862e-02  3.847402e-03
 [8,] -5.532275e-03 -8.358734e-04  9.441780e-03  1.350575e-03  4.119839e-03
 [9,] -3.343205e-04 -8.715803e-04  5.353668e-04  9.178253e-04 -3.676563e-04
[10,]  6.598298e-04 -5.468139e-04 -6.629745e-04 -1.477869e-04 -5.802963e-04
[11,]  3.856310e-05  1.796656e-04  3.525069e-04  1.225509e-04 -1.344504e-03
[12,]  7.575474e-05 -2.537089e-04 -1.919233e-04  1.706483e-04 -4.184281e-04
[13,] -1.167897e-04  1.694615e-04  2.752076e-05 -1.434776e-04  7.521733e-05
[14,]  5.955286e-05  3.676429e-05 -5.326337e-05  3.479651e-05 -7.145955e-05
[15,] -6.083133e-05 -2.116045e-05 -2.865331e-05  1.646745e-05  1.281371e-05
[16,] -2.476264e-05 -1.084101e-05 -2.603142e-05  1.997357e-05  3.628253e-06
[17,]  5.824752e-06 -7.653674e-06 -3.884287e-06  2.598416e-06 -6.355790e-06
[18,] -2.116120e-06 -6.058043e-07 -1.019533e-06  1.780446e-06  4.568705e-06
[19,]  6.076987e-07  1.247468e-07 -8.810441e-07  1.707748e-06  2.648200e-06
[20,] -6.145932e-07  1.859839e-07 -2.354593e-09 -1.262338e-06  8.165062e-07
[21,]  2.690213e-08 -1.106900e-07  1.520884e-07  2.167434e-07  4.203936e-07
            reps 11       reps 12       reps 13       reps 14       reps 15
 [1,]  4.897807e-01  7.486111e-01  3.329554e-01 -2.574990e-01  3.310037e-01
 [2,]  3.478607e-01 -9.391024e-02 -1.471288e-01 -5.847208e-02 -3.195799e-01
 [3,]  9.001533e-02 -5.255958e-02 -1.873055e-01 -1.580670e-01  4.226696e-01
 [4,] -4.014206e-03  2.588571e-02  7.861963e-02  3.069474e-02  6.532403e-02
 [5,]  1.186402e-02 -3.959366e-02 -2.833328e-02 -6.503354e-02  5.225415e-02
 [6,] -3.774880e-03  1.136237e-02  1.210188e-02 -8.814882e-03  1.429271e-02
 [7,] -1.033318e-02  9.782647e-03 -5.294498e-03 -1.257071e-02  4.315990e-03
 [8,]  2.664628e-03  4.850627e-03  2.590406e-03  4.185637e-03 -1.153588e-03
 [9,]  2.266692e-05 -3.392634e-03  5.538666e-04  9.516478e-04  4.810207e-04
[10,] -7.717112e-04 -1.170295e-03  1.144478e-05 -1.588213e-03  1.043983e-03
[11,]  4.049604e-04  3.611414e-04 -2.453157e-04  8.760692e-04  5.138085e-05
[12,]  1.081008e-05 -3.747970e-04  8.043128e-05  5.061186e-04  1.225209e-04
[13,] -9.974491e-05  8.124471e-05 -1.887819e-04 -9.699495e-05 -3.509904e-05
[14,] -2.712645e-05  9.284840e-05  1.100159e-05  5.687730e-05 -9.341643e-05
[15,]  2.521825e-05  1.127585e-05 -3.466887e-05  5.023029e-06 -1.935181e-05
[16,]  2.693160e-05 -4.736295e-06 -1.445674e-05 -5.249771e-06 -1.852232e-06
[17,] -2.296250e-05 -1.312186e-05 -3.920200e-06 -5.074501e-06  6.879315e-06
[18,] -4.126658e-06  3.787913e-06  3.097513e-06 -5.247038e-06 -1.672113e-06
[19,] -4.044643e-07 -2.448764e-06  1.835965e-06  1.759944e-06  1.316951e-06
[20,]  1.253824e-06 -8.324145e-07 -1.443679e-06 -2.112733e-06 -6.320219e-07
[21,]  1.040669e-07 -6.999190e-08  5.576368e-07  5.882229e-07 -3.087893e-07
            reps 16       reps 17       reps 18       reps 19       reps 20
 [1,]  3.076550e-01  8.367307e-02 -9.091431e-01 -7.279623e-03 -1.644225e-01
 [2,]  2.461192e-01  5.531719e-01  1.531631e-01 -3.822623e-01 -8.200202e-02
 [3,] -5.753789e-02  2.520646e-01 -7.514478e-03  3.118715e-02 -1.500492e-01
 [4,] -9.110718e-02  7.051790e-02 -7.616350e-02 -9.338887e-02 -5.060136e-02
 [5,] -2.166628e-02  3.399332e-02 -7.306417e-03 -8.836415e-03  3.749142e-02
 [6,] -7.435364e-03 -8.703377e-03 -1.062040e-02 -5.817720e-03  3.142240e-03
 [7,] -3.024888e-03 -5.815578e-03  1.411376e-03  3.373934e-03 -4.991413e-03
 [8,] -5.169896e-03 -1.457287e-04 -4.476490e-04 -3.536865e-03  4.980777e-03
 [9,]  1.214675e-03 -1.789384e-03  2.399154e-03 -3.685815e-03  8.252111e-04
[10,] -2.970305e-04  5.855112e-04  2.462703e-05 -1.336099e-03 -3.137281e-03
[11,]  7.683703e-04  1.179339e-03 -1.203388e-03 -4.352758e-04  3.017075e-04
[12,]  2.480946e-04 -1.035791e-04  9.991819e-05 -1.050929e-04 -3.865512e-04
[13,] -1.513960e-04  6.390465e-05 -9.703234e-06  2.509256e-05 -5.494296e-05
[14,] -1.248332e-05  8.996058e-06  6.849717e-06  3.439706e-05  3.522426e-05
[15,] -3.327405e-05 -2.697606e-05 -2.902092e-05 -1.639181e-05 -2.187641e-06
[16,] -6.493798e-06  2.082844e-05 -2.639491e-05 -2.057500e-06 -6.482774e-06
[17,]  1.417050e-05  1.699055e-06 -5.622665e-06  1.254448e-05 -1.871930e-06
[18,]  7.464556e-06 -3.035662e-07 -2.683138e-06 -9.131350e-07  4.556606e-06
[19,]  3.928429e-07  1.053281e-06  1.878801e-07  2.266012e-06 -7.497925e-07
[20,]  8.747275e-07  4.368142e-07 -4.535851e-07  9.251507e-07  2.060202e-06
[21,] -4.381517e-09  3.939279e-07 -9.813138e-08  3.563008e-07 -9.338710e-07
            reps 21       reps 22       reps 23       reps 24       reps 25
 [1,]  4.272316e-01  7.260294e-01 -5.069260e-01  6.729333e-01 -4.040166e-01
 [2,] -2.078516e-01  4.783750e-01  3.544913e-01 -3.988584e-02  9.792168e-03
 [3,]  2.864831e-02 -3.348207e-01 -3.941069e-02 -2.603326e-01 -1.779732e-01
 [4,] -5.145646e-02  2.928399e-02  9.706055e-02 -6.277101e-02  1.360542e-01
 [5,] -6.724674e-03 -8.150836e-03 -8.057507e-02  5.890730e-02 -3.154100e-02
 [6,]  8.140762e-03 -8.632347e-03 -2.895257e-02 -5.943534e-03 -2.409156e-02
 [7,]  3.029619e-03  5.786507e-03 -6.129789e-03 -2.451601e-03 -5.151219e-03
 [8,]  2.830015e-03  7.421035e-03  2.670070e-03 -7.079031e-03  1.077083e-03
 [9,] -9.876855e-04 -2.442644e-04  2.785618e-03 -1.272711e-03  2.194200e-03
[10,]  3.118909e-04  3.380988e-04 -2.803189e-04  7.202075e-04 -1.292876e-03
[11,] -1.663134e-04  9.058378e-04  4.853992e-04 -1.297662e-03  2.667258e-04
[12,]  3.245515e-04 -5.632978e-04 -4.494867e-05 -1.698091e-04 -2.488696e-05
[13,] -1.195923e-04  1.330670e-06  1.682662e-04  2.203909e-04 -2.747683e-05
[14,]  4.968646e-05  1.376712e-05 -3.009194e-05 -2.610988e-05 -1.122541e-04
[15,] -2.637531e-05 -3.319763e-05 -3.126275e-05  3.555591e-05 -3.991092e-05
[16,] -1.337917e-05 -2.844230e-05  1.226166e-05 -1.821734e-06  1.601074e-05
[17,]  1.017439e-05  4.244128e-07 -2.674961e-06 -1.669087e-06  3.391515e-06
[18,] -4.551616e-06 -4.079806e-07  4.846575e-06 -3.958679e-06  1.460553e-06
[19,]  1.555684e-06  9.677201e-07  9.675393e-07  6.124934e-07 -2.385416e-06
[20,] -4.116960e-07  1.264422e-06 -9.956175e-07  9.592822e-07 -3.302355e-08
[21,] -7.131861e-08  1.866878e-07  4.744485e-07 -3.576139e-07 -5.315307e-07
            reps 26       reps 27       reps 28       reps 29       reps 30
 [1,] -1.276736e+00 -1.297643e+00 -1.401977e-01 -2.588228e-01  2.905543e-01
 [2,] -2.132802e-01 -2.058763e-01 -2.010009e-01 -2.681133e-01  2.822547e-01
 [3,] -4.796235e-02  6.702037e-02  7.335548e-02  2.881915e-02  1.671686e-01
 [4,]  1.157250e-01  6.627671e-02 -7.049778e-02 -8.870560e-03 -7.399557e-02
 [5,]  2.925668e-02  7.134236e-02  1.127223e-01  1.158194e-02 -5.781389e-02
 [6,]  1.817547e-02 -6.404510e-03  6.185616e-03  2.266506e-02  4.100297e-03
 [7,]  2.468852e-03 -5.212607e-04 -1.107117e-02  4.581691e-03  3.423863e-03
 [8,] -9.617299e-03 -4.459026e-03  1.133295e-04  1.540392e-03 -5.432333e-03
 [9,]  7.519023e-04 -2.667415e-03 -2.534125e-03  8.556351e-04  2.772334e-03
[10,] -8.185824e-04  7.419222e-04  2.210372e-03  2.969127e-04 -1.682405e-04
[11,] -2.702516e-04 -6.661767e-05 -7.555749e-04 -6.307365e-04  9.306023e-05
[12,] -1.609945e-04 -4.049454e-05 -2.230024e-07  3.806844e-04  4.624426e-04
[13,] -3.294138e-04  2.961859e-05 -1.752576e-04  3.462800e-04  1.405193e-04
[14,]  3.962439e-05  7.898429e-05 -1.593680e-05  1.273094e-04 -2.776256e-05
[15,]  8.922240e-06  6.044464e-06 -5.200816e-05 -3.615297e-06  2.753583e-05
[16,] -2.632946e-05  8.365673e-06 -4.568286e-05 -9.041603e-06 -5.008021e-06
[17,] -1.100705e-05  3.086644e-07  4.186612e-06  2.204804e-06 -2.551142e-06
[18,] -1.873649e-06  2.622615e-07 -6.357717e-07 -4.778242e-06  1.730834e-06
[19,]  1.722503e-06  4.129603e-07  2.328985e-06  1.638054e-06  1.411181e-06
[20,]  9.126634e-09  8.733057e-08  4.873873e-07  8.639698e-07 -7.952026e-07
[21,] -6.248730e-07  3.373265e-07 -7.331925e-07 -2.412636e-07 -9.815689e-07
            reps 31       reps 32       reps 33       reps 34       reps 35
 [1,]  8.340289e-01 -6.168884e-02  2.169232e-01 -8.384526e-01 -1.073985e-01
 [2,] -4.326898e-01  1.033757e-01 -1.289814e-01  3.777798e-01 -1.777924e-01
 [3,] -7.983779e-02 -2.007995e-01 -1.327919e-02  3.138671e-01  1.123567e-01
 [4,]  3.225737e-02  4.853165e-02  1.976247e-02 -2.372732e-03 -4.901274e-02
 [5,]  5.560866e-03 -9.142100e-03  5.158807e-02 -3.314725e-02  7.597325e-02
 [6,] -4.333199e-02  1.173560e-02  3.447784e-03  9.094872e-03 -3.611288e-02
 [7,] -5.464541e-03  1.452335e-02 -5.650535e-03 -2.320268e-03  1.518502e-04
 [8,] -1.177225e-03  2.422019e-03  2.089121e-04  4.964855e-03 -1.297517e-02
 [9,]  1.809033e-03  4.559984e-03  1.174990e-03  1.167329e-03 -4.561250e-03
[10,] -8.407684e-04  5.850218e-04  1.316837e-03 -1.260535e-05  2.181559e-04
[11,]  6.817197e-04  7.651753e-04 -1.496909e-04  9.810070e-04  6.540323e-04
[12,] -9.467662e-05 -2.093931e-04 -1.112580e-04 -6.233392e-05  1.153866e-04
[13,] -1.701242e-04 -1.728849e-04 -3.295730e-05 -1.460905e-04  4.768510e-05
[14,] -3.807449e-05 -1.396361e-05  7.174521e-05 -2.144473e-05  5.453376e-05
[15,] -8.580867e-06  1.389943e-08 -3.759137e-05  2.644777e-05 -2.278141e-06
[16,] -2.957154e-06 -2.192715e-06  2.307395e-05 -1.343341e-05 -1.459650e-05
[17,]  4.891860e-06 -8.409739e-06  1.831078e-06  6.374816e-07  5.631521e-06
[18,] -3.610751e-06 -1.792223e-06 -4.200542e-06  1.737675e-06  4.073902e-06
[19,]  7.215733e-07  2.016022e-07 -3.092650e-07  9.051789e-07  1.155316e-06
[20,] -1.752749e-06  9.877401e-07  5.044130e-07 -1.917872e-06 -1.261508e-06
[21,]  1.702002e-07 -1.255808e-07  4.491153e-07 -7.560316e-07 -9.458565e-07
            reps 36       reps 37       reps 38       reps 39       reps 40
 [1,]  7.741169e-01  2.660245e-01  3.945250e-01  4.546861e-01  6.598288e-01
 [2,]  5.461645e-02 -1.778492e-01 -5.088910e-02 -2.622371e-02  2.566776e-01
 [3,]  1.845057e-01 -2.189818e-01 -1.494569e-01 -5.823777e-02  3.104880e-01
 [4,] -1.328670e-01  1.277985e-01  4.345174e-03 -7.355356e-02  8.986527e-02
 [5,] -1.276942e-02 -5.443142e-02 -3.482239e-02 -7.686320e-02 -9.078276e-02
 [6,]  1.145513e-03  2.652071e-02  7.120141e-03  1.072163e-03 -3.167218e-03
 [7,]  2.868936e-03 -5.054886e-03  6.045265e-03 -5.309543e-03  2.641172e-03
 [8,] -4.716367e-03  3.245388e-03  5.477881e-03 -2.995636e-03  4.786611e-03
 [9,] -7.071450e-04  5.019105e-03  4.584259e-05  3.133475e-03  2.003286e-03
[10,]  1.256052e-03  6.714927e-04  2.311395e-04 -1.208736e-04 -1.621374e-03
[11,] -1.494266e-04  2.668768e-04  8.088690e-05  6.734069e-05 -3.119339e-04
[12,]  4.405504e-04  5.725108e-04 -1.955864e-04  1.907679e-04 -9.501976e-05
[13,] -2.127121e-04 -2.950547e-05  1.853624e-04 -1.315434e-04  1.679714e-05
[14,]  5.926532e-05 -1.055628e-04  2.897252e-05 -1.062498e-04 -7.778640e-06
[15,]  3.976458e-05 -2.564851e-05  1.989275e-05  2.204523e-05 -2.741223e-05
[16,]  2.151273e-05  4.084261e-05 -9.622832e-06 -1.259536e-05  3.947452e-05
[17,] -9.404077e-06 -5.538859e-06 -1.720012e-06  2.151740e-05  4.565975e-06
[18,] -8.066778e-07 -5.512345e-06 -1.449018e-06 -4.039719e-07  8.269622e-06
[19,]  3.613682e-06 -1.213512e-06 -8.126575e-07  1.416267e-06  2.116086e-06
[20,] -7.904249e-07  8.352236e-08 -7.591403e-07 -1.580894e-06  1.716089e-07
[21,]  1.250470e-07 -5.255572e-07 -4.918466e-07 -6.394580e-07  2.495005e-07
            reps 41       reps 42       reps 43       reps 44       reps 45
 [1,] -1.444402e-01  1.039656e+00 -3.475889e-01 -2.573719e-01 -5.662763e-01
 [2,]  3.822708e-01  2.492977e-01 -1.928486e-01  2.299261e-01  1.491041e-01
 [3,] -3.638913e-04 -6.639550e-03 -2.851283e-02 -4.672091e-02  9.312914e-02
 [4,]  2.082685e-02 -1.354043e-01  1.920047e-01  2.808705e-02  1.318435e-03
 [5,] -2.537650e-03  1.357480e-02 -6.614293e-02 -4.368644e-02  8.125770e-03
 [6,] -8.457343e-03 -5.985626e-03  1.425115e-02  2.343284e-02  1.488319e-02
 [7,] -5.209828e-05  2.532002e-04  4.527183e-03  1.675576e-02 -4.829812e-03
 [8,]  3.375926e-03 -3.435903e-03 -3.082482e-03  3.602543e-04  7.612276e-04
 [9,]  2.148077e-03 -1.133815e-03  1.335424e-03  7.028414e-04 -1.807936e-04
[10,] -2.651010e-06  6.759648e-04 -4.042755e-04 -2.301939e-04  2.537330e-04
[11,]  2.373592e-04 -5.682885e-04 -4.285580e-04  5.028748e-04  2.394326e-04
[12,] -1.331970e-04  1.740428e-04  3.418931e-04 -1.152974e-05 -1.808282e-04
[13,] -2.778193e-05  9.659435e-06 -8.781935e-05  3.383428e-05  7.379083e-05
[14,]  6.971611e-05  5.422365e-05  3.023558e-05 -7.079517e-05  2.644843e-05
[15,] -5.341642e-05 -3.481351e-05  3.682252e-05 -9.067741e-06 -8.675882e-07
[16,]  1.884160e-07 -2.893994e-05  6.256625e-06 -1.468872e-06 -8.059363e-06
[17,] -8.890789e-06  5.492585e-06 -3.669966e-06 -3.071748e-06 -4.356603e-06
[18,] -4.614791e-07  2.408804e-06  4.681210e-06 -4.060118e-06  1.119619e-06
[19,]  1.574482e-06  3.591268e-10 -9.727419e-07  3.838076e-06  2.045955e-06
[20,] -4.250051e-07 -8.670915e-08 -1.854814e-06 -1.030477e-06 -5.518250e-07
[21,]  6.030039e-07  4.447445e-07 -3.200513e-09 -3.691333e-07  4.579468e-07
            reps 46       reps 47       reps 48       reps 49       reps 50
 [1,] -6.867489e-01 -4.040977e-01 -2.249478e-01  4.256596e-01 -6.140022e-01
 [2,] -3.207242e-01 -2.183211e-01  2.731432e-02 -3.009421e-01 -1.637903e-01
 [3,] -9.606711e-02  1.507607e-01 -3.407378e-02 -1.183350e-02  2.218201e-01
 [4,] -5.051060e-02  4.499017e-02 -3.329098e-02 -7.096946e-02 -3.537463e-02
 [5,] -2.732318e-02  1.479167e-02  2.541693e-02  1.865559e-02 -1.032923e-02
 [6,]  8.431519e-03  1.286889e-02  1.070856e-02  1.235801e-02  2.410917e-02
 [7,] -4.472281e-03  4.062774e-03 -1.461995e-03 -2.960080e-03  2.110465e-05
 [8,] -6.365880e-03  4.125591e-05  3.108416e-03  3.203648e-03  2.719337e-03
 [9,] -1.454622e-04  7.848434e-04  4.355324e-04  2.432717e-03 -5.845332e-04
[10,] -6.054859e-04 -2.896617e-04  1.254716e-03 -6.058662e-04  1.174038e-03
[11,]  4.454833e-04 -4.159890e-04 -1.550328e-04 -2.839571e-04 -2.840151e-04
[12,] -3.787469e-05 -2.374935e-04  4.864242e-05 -1.618771e-04  2.422056e-04
[13,]  2.998575e-04  1.512727e-05  1.595808e-04  1.880851e-04 -1.791585e-04
[14,]  2.716772e-05  4.491833e-05  7.030252e-05 -5.357480e-05 -8.163046e-05
[15,]  5.137499e-05 -4.260074e-05 -1.605896e-05 -1.006896e-05 -4.335716e-05
[16,] -2.357644e-05  1.805592e-06  3.399179e-07 -9.652834e-06 -1.295370e-05
[17,]  3.608560e-07 -1.419534e-05 -1.200205e-05 -7.617749e-06 -1.449576e-05
[18,]  3.055805e-06  3.478754e-06 -6.926640e-07 -2.467179e-06  3.503794e-06
[19,]  2.339729e-06 -6.797180e-07 -2.152833e-06  1.085146e-06  1.472506e-06
[20,]  2.276941e-06  1.422069e-06 -1.313430e-08  1.398231e-08  3.248925e-07
[21,]  4.182021e-07 -1.934564e-07 -3.551589e-07  7.399069e-07 -2.975135e-07
            reps 51       reps 52       reps 53       reps 54       reps 55
 [1,]  1.104921e-01  6.277763e-01 -4.066134e-01 -3.811417e-02  3.911871e-01
 [2,]  1.957632e-01 -2.666062e-01 -1.906726e-02 -4.961669e-01 -4.890831e-01
 [3,]  3.119326e-02  7.977277e-02 -1.819967e-01  2.585327e-01  1.791149e-01
 [4,]  3.186612e-02  6.749797e-02 -1.512635e-01 -3.483698e-02 -1.546172e-02
 [5,] -3.235751e-02 -3.429345e-02 -1.983765e-02 -1.761921e-02  2.666628e-02
 [6,] -3.288476e-02 -1.061766e-02 -1.084352e-03  1.306587e-02  7.878649e-03
 [7,] -4.897748e-03  4.325373e-04  1.960284e-03 -8.514310e-03  9.842168e-03
 [8,] -5.446099e-03 -1.589070e-03  4.959894e-03 -1.003990e-03  1.426302e-03
 [9,] -2.108686e-03  2.175180e-03 -1.033919e-03  1.434621e-03 -2.715369e-03
[10,] -2.326107e-04 -1.711476e-03 -1.392889e-03  1.433734e-03 -7.688690e-04
[11,] -6.044712e-04 -6.636177e-04  9.669440e-04 -9.024665e-04 -6.068506e-04
[12,]  5.348324e-04  2.646042e-04  2.936082e-04  2.777248e-04  8.370132e-05
[13,]  1.785757e-04  1.476363e-04 -7.563360e-05  5.309974e-05 -2.481422e-04
[14,] -9.214583e-05 -1.812103e-04  6.147840e-05  1.884061e-05 -4.816254e-05
[15,] -4.407246e-05  2.913623e-05  1.774987e-05  1.104826e-05 -5.275344e-06
[16,] -1.903748e-05 -3.354756e-05  1.659880e-05 -2.020466e-05 -2.776418e-05
[17,]  1.013041e-05 -3.557585e-06 -1.149448e-05 -1.412161e-05 -4.958049e-06
[18,]  4.394830e-06 -1.328519e-06 -7.075349e-07  5.407210e-09 -6.408287e-06
[19,]  1.878833e-06 -7.735450e-07  4.366123e-07 -1.377461e-06  2.111937e-06
[20,]  8.731762e-08  3.846669e-08 -3.374615e-09  7.328785e-07 -1.344121e-08
[21,] -7.894228e-07 -7.373864e-07 -1.217854e-06 -2.335066e-07 -2.514989e-07
            reps 56       reps 57       reps 58       reps 59       reps 60
 [1,] -8.554189e-02 -1.730399e-01  8.150233e-01  4.321873e-01  2.852298e-01
 [2,] -1.346430e-01 -2.292151e-01 -5.926423e-01  9.125518e-02 -1.738971e-01
 [3,] -1.456013e-01 -6.699863e-02 -8.263167e-02  7.881816e-02 -1.962770e-01
 [4,] -1.881980e-02 -5.513855e-02  4.149519e-02 -9.681819e-02  3.060524e-02
 [5,] -5.886776e-03  1.378574e-02 -1.932424e-02  1.662997e-02 -1.447720e-02
 [6,]  1.524403e-02 -7.494692e-05 -3.861436e-02  2.431499e-02 -2.166941e-02
 [7,]  2.509824e-03 -4.172089e-03  2.270763e-02  7.016488e-03 -5.347173e-03
 [8,]  6.296204e-03  5.266052e-03  3.974446e-03  6.590008e-03 -8.117296e-03
 [9,] -5.665256e-04 -1.271354e-04  1.424910e-03  1.569272e-03  7.080212e-04
[10,] -2.342793e-03 -7.019823e-05  7.324739e-04  1.392367e-03  1.170416e-03
[11,]  8.957315e-04 -5.905560e-04  7.802473e-04  1.354443e-04  8.824030e-05
[12,]  1.210406e-04 -3.841671e-04  9.784712e-05 -7.621379e-05 -8.539097e-05
[13,]  2.324428e-05 -5.976779e-05 -2.586226e-05  1.341910e-06  9.989216e-05
[14,]  7.051957e-05 -4.124721e-05  1.399502e-05  6.481611e-05 -8.066959e-05
[15,]  1.551255e-05  5.213286e-07 -2.694168e-05 -3.133781e-05  9.850945e-06
[16,]  1.602912e-05 -7.426659e-06 -2.880046e-05  2.795711e-05  1.279645e-05
[17,]  7.262871e-06  6.350108e-06 -1.084597e-05 -8.777628e-06 -1.641092e-05
[18,]  3.548805e-06  1.010246e-06 -2.006135e-06  2.870503e-06 -7.917296e-07
[19,] -3.006652e-06 -7.111295e-07  2.506092e-06  6.177725e-06 -2.547409e-06
[20,] -3.920636e-09 -2.010103e-07 -5.591234e-07  3.315693e-07 -1.149537e-06
[21,]  2.347716e-07 -6.478259e-07 -8.710101e-09 -4.549901e-07  7.353077e-08
            reps 61       reps 62       reps 63       reps 64       reps 65
 [1,] -1.061246e-01 -1.607065e-01  4.240361e-01 -5.805533e-01 -4.970780e-01
 [2,]  4.877149e-01 -1.789964e-01 -5.704623e-02  3.015673e-01 -5.071471e-02
 [3,] -1.984251e-01 -5.547838e-02  9.316487e-02  6.333895e-03 -4.810366e-02
 [4,] -2.459600e-02  4.497438e-02  2.244190e-02  5.951958e-02  1.107263e-01
 [5,]  9.538763e-02  2.732496e-02 -4.302207e-02 -4.297726e-02  4.216991e-02
 [6,]  3.583164e-03  4.705579e-04 -1.684740e-02 -8.439379e-03  2.049576e-02
 [7,] -7.924916e-03  1.494977e-02 -8.352463e-03  3.060917e-03  7.302943e-04
 [8,] -2.390836e-03 -6.387479e-04 -3.072186e-03 -1.613876e-03 -5.248228e-04
 [9,] -6.013566e-04 -2.768537e-04  1.337042e-03  9.202268e-05 -2.649954e-03
[10,] -1.013648e-04  1.755647e-03  1.238884e-04  1.331342e-03  9.996611e-04
[11,]  2.991635e-04 -6.519585e-04  2.456300e-04 -1.916759e-04  1.522347e-05
[12,] -2.326163e-04 -3.251609e-04 -3.002489e-04 -8.456660e-06 -1.687137e-04
[13,] -3.920719e-05 -2.667989e-04 -9.126766e-05 -3.394848e-05 -8.062515e-05
[14,]  1.194959e-05  5.575364e-05 -3.151247e-05 -5.838590e-06 -4.554820e-05
[15,] -2.994087e-05  9.813214e-07 -4.855164e-05  2.052777e-05  4.596351e-05
[16,]  1.224096e-05  2.113898e-05  1.536744e-05  7.318098e-06  1.052073e-06
[17,] -1.666933e-05 -5.988018e-06  1.945886e-07  3.106439e-06  2.690456e-06
[18,] -7.261924e-07  2.118554e-06  4.751851e-06  4.915575e-06 -3.102462e-07
[19,]  4.405707e-07 -3.210315e-06  5.478445e-07 -2.051322e-06  3.842683e-06
[20,]  2.448170e-07 -8.881124e-07 -1.608033e-07 -2.038392e-06 -8.615091e-07
[21,]  2.813730e-07 -7.668575e-09 -6.585120e-07  5.835896e-07 -9.172135e-09
            reps 66       reps 67       reps 68       reps 69       reps 70
 [1,] -2.060608e-01  8.467555e-01  7.585234e-01  6.127272e-01  1.101351e-01
 [2,]  3.203440e-02 -3.036496e-01  1.063047e-01  2.884539e-02 -9.008432e-02
 [3,] -1.049892e-01 -1.865490e-01  1.349732e-01 -4.246383e-02  8.039392e-02
 [4,] -4.971043e-02 -5.621423e-02  6.671975e-02 -2.540217e-02  8.930587e-02
 [5,]  7.857238e-02  6.709837e-02 -7.649873e-02 -9.850510e-02 -8.849218e-03
 [6,]  1.748871e-02 -3.957634e-03 -4.594018e-04  8.696868e-03  6.070270e-03
 [7,] -8.842654e-03 -9.292225e-04 -8.730439e-04  1.164000e-02 -5.372820e-03
 [8,]  6.333605e-03  3.898449e-03 -4.825496e-03  3.462770e-03  5.360040e-03
 [9,] -3.846687e-03 -1.381165e-03 -7.121291e-04  3.482915e-03  9.543225e-04
[10,] -1.042673e-03 -6.185357e-04  1.351950e-03 -2.981414e-04 -1.365599e-03
[11,] -3.747315e-04  3.211578e-04  3.738483e-04  5.470908e-04  3.898573e-04
[12,]  2.031352e-04 -4.138279e-05  1.371025e-04  1.392530e-05  2.010922e-04
[13,]  3.161469e-04 -4.794426e-05 -9.030309e-05  3.408459e-05  7.790259e-05
[14,]  7.010078e-06 -3.481297e-05 -1.036208e-04 -6.268191e-05 -2.486537e-05
[15,] -3.888393e-05  2.267201e-05 -2.851623e-05  3.794672e-05  2.732379e-05
[16,] -3.047002e-06 -4.169764e-05  5.742306e-06  3.970222e-05 -4.327892e-06
[17,] -1.594113e-06 -7.855115e-07 -1.398422e-06 -7.592593e-06 -1.100727e-06
[18,]  8.309882e-07  4.467441e-06  4.947620e-06  7.778914e-06 -1.271138e-06
[19,] -1.657271e-06 -1.900736e-06 -2.236552e-06 -2.400939e-06 -1.566793e-06
[20,]  6.999497e-07 -8.184150e-07 -5.236647e-07 -1.155241e-06  6.051562e-07
[21,]  3.449847e-07  2.306174e-07  4.357594e-08 -8.220224e-07  3.814104e-07
            reps 71       reps 72       reps 73       reps 74       reps 75
 [1,]  7.868414e-02 -7.794641e-01  1.593548e-01 -2.375065e-01 -3.216495e-01
 [2,]  2.583003e-01 -2.793391e-01 -4.719266e-01 -2.210665e-01 -4.050667e-01
 [3,]  4.320788e-03  1.752723e-02  2.134252e-01 -5.085589e-02  2.463598e-01
 [4,]  2.043648e-02  9.785316e-02  2.235807e-02 -2.903066e-02  5.472699e-02
 [5,] -8.741700e-03 -2.089000e-02  4.236194e-02  6.066974e-02 -5.956004e-03
 [6,] -5.650909e-03 -5.516464e-03  1.425465e-02 -6.241034e-03 -5.325072e-03
 [7,] -8.119282e-03 -8.381502e-03  1.250364e-03  1.145078e-03  1.730656e-02
 [8,] -2.011263e-03 -4.108919e-03 -1.192916e-04  5.504936e-03  4.001320e-03
 [9,] -1.622734e-03  7.496644e-04 -7.867692e-04  8.654895e-04 -6.806457e-04
[10,] -2.820779e-04 -2.722285e-04  6.845947e-04 -8.668210e-04  3.302352e-05
[11,] -2.592898e-04 -7.467967e-04 -2.798636e-04  3.137329e-04  2.066196e-04
[12,] -4.752087e-04  5.778062e-05 -2.248682e-04 -4.570896e-04  9.204745e-05
[13,]  7.125037e-06  2.851715e-04 -2.220545e-04 -1.699016e-05 -4.733920e-05
[14,] -6.042464e-05 -4.764127e-05  5.071867e-05 -4.300267e-05  5.831327e-05
[15,]  6.393346e-06 -9.094449e-06 -1.680744e-05  1.644885e-05 -3.264537e-05
[16,] -3.928820e-05  4.105277e-06 -7.045147e-06  4.740044e-06 -4.483870e-06
[17,] -7.431148e-06 -1.878063e-07  8.657116e-06 -1.301324e-05 -5.002990e-06
[18,]  2.034885e-06  5.956141e-06 -4.052167e-06  1.660930e-06  3.244190e-07
[19,]  1.321958e-06  3.699151e-06  1.023009e-06 -7.317368e-07 -4.893581e-07
[20,] -1.850722e-06 -5.806200e-07 -1.130506e-06 -2.025652e-06  6.868228e-07
[21,] -4.136008e-07  2.294667e-07  1.714575e-07 -4.132140e-07 -2.577727e-07
            reps 76       reps 77       reps 78       reps 79       reps 80
 [1,]  4.896407e-01 -5.321074e-01  7.905767e-02  3.918239e-02 -4.855917e-01
 [2,] -2.182363e-01  1.589223e-01  2.236636e-01 -5.094581e-01  9.399619e-02
 [3,]  2.819033e-01  1.105530e-01  1.453360e-01 -1.192885e-01  3.556708e-01
 [4,] -3.659962e-03  2.255980e-02  7.022120e-02  2.263563e-02 -4.222210e-02
 [5,] -2.396252e-03 -1.526432e-04  3.034515e-02  4.953081e-02 -6.640150e-02
 [6,]  6.293441e-04  1.321488e-02 -1.186586e-02  3.877769e-03 -4.377198e-03
 [7,]  7.232456e-03 -4.361813e-03 -5.032760e-03 -1.270901e-02 -7.774458e-03
 [8,] -1.338546e-03  9.122982e-03  6.120792e-03  1.684943e-03  8.696853e-04
 [9,]  3.605255e-03 -2.186227e-03 -2.333793e-03 -2.723682e-04  8.132877e-04
[10,]  1.507251e-03 -1.153371e-03 -1.122039e-03  7.785535e-04 -1.202687e-03
[11,]  2.384663e-05  6.354467e-06  6.472530e-04  2.559715e-04 -6.300047e-04
[12,] -3.870799e-04 -5.776090e-05 -1.652812e-04 -2.392795e-04 -7.664277e-05
[13,] -2.155557e-04  2.595238e-04  8.382412e-05  2.007028e-05 -1.155926e-05
[14,] -2.484780e-05  3.895775e-05  2.451025e-05 -7.983647e-05 -9.471196e-05
[15,]  1.266288e-05 -2.180078e-05  3.747051e-05 -4.332560e-05 -6.694630e-05
[16,] -2.704122e-06  6.227676e-06  2.248444e-05  4.622434e-06  1.983324e-06
[17,]  1.765674e-06  3.686762e-07 -1.223735e-05 -1.247183e-05  7.155229e-06
[18,] -3.476975e-06 -2.513420e-06 -7.103644e-06 -5.948065e-08 -4.305945e-08
[19,] -1.430059e-06 -4.995116e-06 -7.991144e-07  4.541268e-07  5.616373e-07
[20,]  1.065517e-06 -1.720801e-06 -4.270642e-07 -3.073057e-07 -8.895992e-08
[21,] -6.523918e-07  4.790109e-07 -7.050973e-07 -7.307621e-07  2.734667e-07
            reps 81       reps 82       reps 83       reps 84       reps 85
 [1,] -6.469382e-01  7.232414e-01 -5.370972e-02 -7.995895e-02  5.732090e-02
 [2,] -1.558323e-02 -2.725465e-01 -2.360156e-01 -4.353006e-01 -9.269506e-03
 [3,]  9.642337e-02  1.021125e-01 -1.908996e-01 -4.497322e-02  1.304893e-01
 [4,] -4.255753e-02 -4.365692e-02  1.015190e-01  7.184983e-02 -4.950639e-02
 [5,]  3.697969e-02  4.103687e-02 -2.349756e-02 -2.111647e-02  4.878203e-02
 [6,]  9.179792e-03 -1.133703e-02 -6.600572e-04 -2.738881e-03 -1.126307e-02
 [7,]  2.369749e-03  1.069310e-02  2.603532e-03  8.998616e-04 -5.433666e-03
 [8,] -2.631721e-03  2.798234e-03  7.379859e-03 -2.320082e-03 -4.770480e-04
 [9,] -2.754466e-03  7.715221e-05 -2.111365e-03 -2.032145e-03  6.110525e-04
[10,]  2.613236e-03 -3.812201e-05 -1.414052e-04 -9.547718e-04 -4.527192e-04
[11,]  1.459036e-04 -1.511833e-04  8.704971e-04 -4.724030e-04  6.230933e-05
[12,] -1.333628e-04 -2.507045e-04 -9.461776e-07  3.735209e-04 -2.537645e-04
[13,]  3.128483e-06 -1.752420e-05 -2.488829e-04  1.802723e-04 -1.329588e-04
[14,] -8.874627e-05  7.816301e-05 -3.303849e-05  1.158032e-04  5.744823e-06
[15,] -3.982765e-06  3.398884e-05 -2.501908e-05 -3.500892e-05  2.404795e-05
[16,]  3.502047e-06 -3.412226e-06 -8.397016e-06  3.032746e-06  1.481524e-05
[17,]  2.426920e-06 -5.726766e-06  4.871749e-06 -3.877711e-06  1.171099e-05
[18,] -1.039540e-06  4.428232e-06 -1.688668e-06  8.560702e-07 -3.814744e-06
[19,]  1.922183e-06 -3.724204e-07 -1.213434e-06 -1.801607e-06  3.505925e-06
[20,]  2.135678e-06  1.458114e-06  1.830282e-06  2.506137e-07 -4.192261e-08
[21,]  7.063480e-07 -5.503731e-07  5.013702e-07  9.073121e-09  2.350157e-07
            reps 86       reps 87       reps 88       reps 89       reps 90
 [1,]  2.109613e-01 -1.441799e-01 -6.718230e-01  2.448210e-01  1.175147e+00
 [2,]  3.148926e-01 -4.650135e-02 -6.237652e-01 -1.295528e-01 -3.746865e-02
 [3,] -7.511723e-03  1.137336e-02  1.318770e-01  2.840158e-01 -3.809440e-02
 [4,] -1.683649e-02 -8.846004e-03  7.469942e-02 -7.056862e-02  1.034271e-01
 [5,] -4.082533e-02  3.672702e-02  1.721779e-02  5.072395e-02 -2.989104e-02
 [6,] -2.861359e-02 -2.118990e-02 -1.903153e-02  1.071752e-02 -2.777804e-04
 [7,]  1.393866e-02  1.122760e-02  5.749773e-03  4.225319e-03 -2.992907e-03
 [8,] -3.313910e-04 -2.419352e-03 -3.131214e-03 -2.945598e-04 -2.243249e-03
 [9,]  1.124373e-03  1.218259e-03  1.211950e-03 -4.336152e-03 -1.547410e-03
[10,] -4.816015e-04  1.658209e-03  3.218428e-04  8.972863e-04  1.904802e-03
[11,]  3.608530e-04  5.183498e-04 -4.843093e-04  2.787103e-04  4.454547e-05
[12,]  2.647309e-04  7.343727e-05 -9.073027e-05 -6.948369e-05  1.338975e-04
[13,] -3.715138e-05  1.380210e-04  1.018592e-04  1.671954e-05 -9.661641e-05
[14,]  4.266455e-05 -1.092104e-07  7.973213e-05 -7.481138e-05  3.219657e-05
[15,] -2.495210e-05  2.655661e-05  3.245624e-06 -6.907470e-05 -3.175779e-06
[16,]  1.535170e-06 -1.479434e-06  6.670835e-06 -1.694113e-05  3.564810e-07
[17,] -6.440401e-06  2.541955e-06  1.903985e-06  9.929447e-06 -5.248501e-06
[18,]  3.938768e-06  9.173644e-07 -3.061410e-06 -3.035758e-06 -1.859168e-06
[19,] -1.952694e-06  1.837460e-06 -1.103385e-06 -1.176066e-06 -1.889073e-06
[20,] -1.474825e-06  7.951515e-07  3.736618e-07  4.197066e-07 -3.378668e-07
[21,]  7.858546e-07 -7.638813e-08  2.460495e-07  1.242284e-07 -4.068308e-07
            reps 91       reps 92       reps 93       reps 94       reps 95
 [1,]  2.658506e-01  3.350246e-01 -1.911141e-01 -6.975710e-02 -1.748054e-01
 [2,]  3.869372e-02 -3.523118e-01 -1.997517e-01 -3.976050e-02  3.232942e-02
 [3,] -5.761174e-03 -1.028071e-01 -1.716390e-01 -2.144681e-01  1.506232e-01
 [4,]  7.754302e-02 -2.192558e-04  7.621167e-02 -1.965684e-02 -4.222407e-02
 [5,] -4.698712e-02 -2.329777e-03 -4.299610e-02  3.105330e-02 -1.227391e-02
 [6,] -1.265139e-03  5.109843e-03 -2.097028e-02 -4.173025e-02  3.218872e-03
 [7,]  7.102253e-03  5.329507e-03  1.918332e-04 -5.120976e-03 -1.075706e-02
 [8,]  8.085541e-04  1.468231e-03 -5.159227e-03 -2.311719e-03  8.819158e-04
 [9,]  2.724052e-03  1.140874e-03 -6.105021e-04 -7.110660e-04 -1.650760e-03
[10,] -1.020194e-03 -8.326161e-04 -4.611746e-04  1.003917e-03 -7.609944e-04
[11,]  8.029059e-04 -4.588040e-04  3.026735e-04  4.001077e-04 -9.065432e-04
[12,]  3.894378e-05 -4.140973e-04  1.161045e-05  1.592362e-04  9.926299e-05
[13,] -9.762100e-05 -1.207492e-04  4.584588e-05 -2.126251e-05 -3.122744e-04
[14,] -7.982988e-05 -9.234728e-05  1.342188e-05  2.383248e-05  6.796220e-06
[15,] -1.473529e-05  1.975745e-05 -5.642634e-05  2.361488e-05 -1.162473e-05
[16,]  2.115078e-05  2.491503e-06 -1.221826e-05 -3.013749e-05 -2.849930e-05
[17,] -4.721629e-06  1.646962e-06 -6.677481e-06  3.832859e-06  2.691047e-07
[18,] -1.844864e-06 -1.065502e-06  4.261495e-06 -4.974825e-06  1.339345e-06
[19,] -1.257428e-06  2.493579e-06 -1.569770e-06  2.095779e-07 -2.586925e-06
[20,] -1.349974e-06 -5.163947e-07  1.090674e-06  7.993438e-07 -2.170485e-07
[21,]  1.295486e-06 -5.620188e-07 -2.954639e-07  3.169871e-07  8.779962e-09
            reps 96       reps 97       reps 98       reps 99      reps 100
 [1,]  3.907617e-02  1.248484e-01 -5.284788e-01  4.452458e-01 -3.969396e-01
 [2,] -1.124614e-01 -3.077260e-02 -2.603436e-01 -2.947308e-01  5.661762e-02
 [3,]  7.943608e-02  1.353979e-01  1.644163e-01  1.526371e-01  9.581700e-02
 [4,] -1.178641e-01  8.488540e-02 -1.598025e-02  1.138101e-03 -3.369844e-02
 [5,]  1.740156e-02  1.717105e-02 -1.320127e-02  6.609256e-02 -5.361127e-02
 [6,]  5.256917e-03 -2.141236e-02  1.553683e-03 -1.259075e-02 -5.945366e-03
 [7,]  8.786293e-03 -7.689335e-03  1.130022e-02  6.227181e-03  5.038990e-03
 [8,]  1.606298e-04  1.879148e-03 -1.337115e-04  6.456384e-03 -2.351142e-03
 [9,] -4.647177e-04 -3.863982e-04 -2.880886e-04 -1.036027e-03 -5.218220e-04
[10,]  1.417276e-04  9.748100e-04 -5.775437e-04  2.319435e-04 -9.785187e-04
[11,]  2.939621e-04 -4.960821e-04 -3.762676e-04 -1.385186e-03  4.412782e-04
[12,] -2.858312e-04 -2.769628e-04  2.789209e-04  6.005128e-04  5.048078e-05
[13,] -1.047977e-04 -8.264217e-06  7.241604e-05 -7.045542e-05  8.656558e-05
[14,]  6.693618e-05  2.171849e-05 -1.598364e-05  4.521253e-05 -7.188390e-05
[15,]  5.715456e-05 -8.437828e-06 -3.910590e-05 -8.893070e-06 -1.350027e-05
[16,]  1.462053e-05 -1.438247e-06  1.686722e-05 -3.890556e-06  1.827316e-05
[17,]  6.192962e-07 -8.337318e-07  8.018190e-06 -2.307988e-06  2.051998e-07
[18,]  8.376475e-07  2.746876e-06 -7.077834e-07  4.245384e-07 -1.079800e-05
[19,] -2.796476e-06 -1.093087e-06 -4.909862e-07 -1.239156e-06 -1.366537e-06
[20,]  8.203894e-07  1.373723e-07  4.706074e-07 -8.013313e-08  8.185992e-07
[21,]  3.033803e-07 -2.929404e-07  4.435771e-07  6.040811e-07  5.788480e-07

$basis
$call
basisfd(type = type, rangeval = rangeval, nbasis = nbasis, params = params, 
    dropind = dropind, quadvals = quadvals, values = values, 
    basisvalues = basisvalues)

$type
[1] "bspline"

$rangeval
[1] 0 1

$nbasis
[1] 21

$params
 [1] 0.05555556 0.11111111 0.16666667 0.22222222 0.27777778 0.33333333
 [7] 0.38888889 0.44444444 0.50000000 0.55555556 0.61111111 0.66666667
[13] 0.72222222 0.77777778 0.83333333 0.88888889 0.94444444

$dropind
NULL

$quadvals
NULL

$values
list()

$basisvalues
list()

$names
 [1] "bspl4.1"  "bspl4.2"  "bspl4.3"  "bspl4.4"  "bspl4.5"  "bspl4.6" 
 [7] "bspl4.7"  "bspl4.8"  "bspl4.9"  "bspl4.10" "bspl4.11" "bspl4.12"
[13] "bspl4.13" "bspl4.14" "bspl4.15" "bspl4.16" "bspl4.17" "bspl4.18"
[19] "bspl4.19" "bspl4.20" "bspl4.21"

attr(,"class")
[1] "basisfd"

$fdnames
$fdnames$args
[1] "time"

$fdnames$reps
  [1] "reps 1"   "reps 2"   "reps 3"   "reps 4"   "reps 5"   "reps 6"  
  [7] "reps 7"   "reps 8"   "reps 9"   "reps 10"  "reps 11"  "reps 12" 
 [13] "reps 13"  "reps 14"  "reps 15"  "reps 16"  "reps 17"  "reps 18" 
 [19] "reps 19"  "reps 20"  "reps 21"  "reps 22"  "reps 23"  "reps 24" 
 [25] "reps 25"  "reps 26"  "reps 27"  "reps 28"  "reps 29"  "reps 30" 
 [31] "reps 31"  "reps 32"  "reps 33"  "reps 34"  "reps 35"  "reps 36" 
 [37] "reps 37"  "reps 38"  "reps 39"  "reps 40"  "reps 41"  "reps 42" 
 [43] "reps 43"  "reps 44"  "reps 45"  "reps 46"  "reps 47"  "reps 48" 
 [49] "reps 49"  "reps 50"  "reps 51"  "reps 52"  "reps 53"  "reps 54" 
 [55] "reps 55"  "reps 56"  "reps 57"  "reps 58"  "reps 59"  "reps 60" 
 [61] "reps 61"  "reps 62"  "reps 63"  "reps 64"  "reps 65"  "reps 66" 
 [67] "reps 67"  "reps 68"  "reps 69"  "reps 70"  "reps 71"  "reps 72" 
 [73] "reps 73"  "reps 74"  "reps 75"  "reps 76"  "reps 77"  "reps 78" 
 [79] "reps 79"  "reps 80"  "reps 81"  "reps 82"  "reps 83"  "reps 84" 
 [85] "reps 85"  "reps 86"  "reps 87"  "reps 88"  "reps 89"  "reps 90" 
 [91] "reps 91"  "reps 92"  "reps 93"  "reps 94"  "reps 95"  "reps 96" 
 [97] "reps 97"  "reps 98"  "reps 99"  "reps 100"

$fdnames$funs
[1] "values"


attr(,"class")
[1] "fd"
$coefs
            reps 1       reps 2       reps 3      reps 4       reps 5
 [1,]  0.541333678  1.470849751 -0.826361637  0.35893352 -0.037825470
 [2,]  0.403185193 -0.962663246 -0.315248193 -0.49309366 -0.897711196
 [3,]  0.371020830  0.641503151 -0.310407479 -0.04505139  0.106881553
 [4,] -0.075572097  0.156611313 -0.052802851  0.19997361  0.081026050
 [5,] -0.037921136 -0.131829039  0.099915352 -0.15058982  0.180168562
 [6,] -0.029843428 -0.091383897  0.151954845  0.18775767  0.003463873
 [7,] -0.008384856 -0.248995309 -0.117337347 -0.07730861 -0.027476222
 [8,]  0.145614315  0.004473368  0.067161646 -0.02487170  0.108326411
 [9,]  0.064440560  0.054981917  0.049834715  0.01981352  0.156782186
[10,]  0.098243397 -0.137655303  0.223148845  0.01369537  0.062098245
[11,]  0.095201076  0.059131174  0.052251117 -0.02854362 -0.057236435
[12,]  0.025351465 -0.047969091  0.034363782  0.03603773 -0.028115746
[13,] -0.044707209  0.051357393  0.002336216 -0.14184461  0.114914805
[14,] -0.021984335 -0.006721165 -0.017211142  0.06295202  0.011669299
[15,]  0.025811123 -0.007693262  0.067656210 -0.01604201  0.029405359
[16,]  0.072363815 -0.026297170  0.025334309  0.08414916  0.029088734
[17,] -0.105695249  0.027285730 -0.121980312 -0.01209571 -0.047327898
[18,]  0.032282757 -0.057779887 -0.035555525  0.06171375 -0.080285640
[19,] -0.033600698  0.026856864 -0.009437993 -0.10720763  0.042702582
[20,] -0.023307962  0.037864122  0.083965618  0.01916486  0.053095327
[21,]  0.027675727 -0.064798420 -0.014652755 -0.02731981  0.002473573
            reps 6       reps 7       reps 8       reps 9      reps 10
 [1,] -0.394943666  1.588307102 -1.009880245  0.015476773  0.395766973
 [2,] -0.093248414 -0.300193267  0.105649044 -1.159119243 -0.754007339
 [3,]  0.183819532  0.379181537  0.777622466  0.042921531 -0.501153235
 [4,] -0.039747261 -0.224416585  0.070534093  0.238606073  0.201763801
 [5,] -0.045364270  0.086235005  0.081731338 -0.241090748  0.070699996
 [6,] -0.174755325 -0.053583499  0.210148098 -0.191368404 -0.277905028
 [7,]  0.154876697 -0.273461276 -0.077656260  0.000216322  0.253408710
 [8,]  0.165895142  0.096080589  0.104780343 -0.170511525 -0.006044372
 [9,]  0.113140562 -0.016724577 -0.088318134 -0.044609661  0.005995025
[10,]  0.092027929 -0.033491037  0.034074200  0.059784702 -0.025169567
[11,] -0.001986371 -0.025455631 -0.017828956  0.049930612  0.045273148
[12,]  0.030803540 -0.001964914 -0.029886668 -0.077131428 -0.172038796
[13,] -0.062147668  0.040653757 -0.042891081 -0.085587831 -0.042993649
[14,] -0.035370093 -0.082799082 -0.044513964 -0.068363301 -0.130896394
[15,] -0.142217610  0.017410356  0.011010618  0.048939942  0.056692218
[16,]  0.003788512  0.097510935 -0.022337889 -0.058999407  0.039491413
[17,] -0.103300128 -0.009015397 -0.048771987  0.020680546 -0.060338282
[18,]  0.010185800  0.004242831  0.006299255  0.072587059 -0.041512842
[19,] -0.019015913  0.044326542 -0.010980249 -0.036441293  0.133571880
[20,] -0.062993224 -0.031769390  0.004640524  0.046716747  0.071385822
[21,]  0.045195339 -0.007602366  0.049376010 -0.007729511  0.005317160
           reps 11       reps 12      reps 13      reps 14      reps 15
 [1,] -0.132761980 -0.3975677482  1.533399138  0.811250850 -0.195066513
 [2,]  0.084710603  0.0594392161  0.295310881  0.341258337  0.127390112
 [3,]  0.259856903  0.1117748357  0.769261665 -0.095111134  0.012697170
 [4,] -0.284182960  0.2496834620  0.029889149  0.161598641  0.382481262
 [5,]  0.087455224  0.0527266242 -0.008764217  0.296753478  0.123566393
 [6,]  0.250472766  0.2452929589  0.268783904  0.068101298 -0.019017629
 [7,] -0.056154817 -0.0840247441 -0.104581390  0.066202351 -0.151882290
 [8,] -0.074686244 -0.0002376525  0.149935218 -0.038816549  0.027211553
 [9,] -0.221603560 -0.0096703400 -0.204930044  0.216001131 -0.066542385
[10,] -0.100462290  0.0193075415 -0.024727290  0.161472192  0.031520706
[11,]  0.162913786  0.1009151623  0.118903237  0.023101243  0.025801323
[12,] -0.012421015 -0.0493106903 -0.029325485  0.145815056 -0.025345080
[13,] -0.092112157 -0.1107583212  0.053051213  0.036510381  0.088089194
[14,]  0.019442647 -0.0534496600  0.031229572 -0.082748223 -0.018072435
[15,] -0.049812159 -0.0879325399  0.012465915 -0.017751467 -0.085741995
[16,]  0.020903192 -0.0389509112 -0.040989693 -0.029374719 -0.029754338
[17,]  0.035344784 -0.0410826097  0.013842158  0.058004265  0.046566655
[18,] -0.027115897 -0.0626136675 -0.051485838 -0.027880907  0.043933442
[19,] -0.008044479  0.0132904406 -0.005689220 -0.016482193 -0.043468397
[20,] -0.054441633  0.0624175603  0.034680763  0.036207809 -0.009119231
[21,] -0.001794698 -0.0637829546 -0.072278095 -0.005717165  0.057365059
          reps 16      reps 17      reps 18      reps 19      reps 20
 [1,]  0.94958551 -0.424792999  0.252257231 -0.457576942  0.832763263
 [2,]  0.13600588  0.428426543  0.085736944  0.358938945 -0.526607054
 [3,]  0.14231929  0.867917281 -0.607749147 -0.509513256 -0.362838040
 [4,] -0.27282221  0.302833738  0.041690452  0.061155337 -0.114732321
 [5,] -0.13289558  0.260116459  0.178031917 -0.024159153 -0.063487117
 [6,]  0.11682811  0.066518268  0.180778927  0.093905776 -0.111860225
 [7,]  0.08182420 -0.113238392  0.227402899  0.012908643 -0.212923046
 [8,] -0.01432942 -0.115338364 -0.034309840  0.068709891 -0.179204942
 [9,]  0.08385088 -0.056370434  0.271364554  0.096355916  0.109101955
[10,]  0.03347328  0.043510017  0.197808754 -0.023942018 -0.010947243
[11,] -0.02710262  0.031258551  0.043870750 -0.050987674 -0.107056543
[12,]  0.05243811 -0.017564950  0.109110599 -0.028853584  0.078335503
[13,] -0.07643505  0.035621648 -0.037500497 -0.087626370  0.023448603
[14,]  0.07086782 -0.066213779 -0.040824181 -0.024058049  0.176221525
[15,]  0.07326816 -0.049884404  0.027295150 -0.012624338 -0.075658989
[16,]  0.03317395 -0.058141021  0.028060786  0.059440625  0.051756411
[17,] -0.01840036 -0.012291691 -0.012279131 -0.002982407 -0.108329723
[18,] -0.06240603  0.005110401 -0.006897034 -0.059532508 -0.017121549
[19,]  0.04436671 -0.033567985 -0.030119933  0.029325290  0.009913725
[20,] -0.09324718 -0.042903889  0.009582906  0.036140846 -0.030768154
[21,] -0.04141420  0.076814636 -0.036787233 -0.020853449  0.020636484
            reps 21      reps 22      reps 23      reps 24      reps 25
 [1,] -0.0978787796 -0.634373846  1.902467931  1.063466828  0.136892349
 [2,]  0.0925736299  0.691221431 -0.463022885 -0.617473866 -0.492407287
 [3,]  0.0720650679 -0.976505269  0.128103134  0.070026850  0.560549625
 [4,]  0.4510949623 -0.154978505  0.232761819  0.276046407  0.555901702
 [5,] -0.0579447625  0.085355628 -0.098646688  0.495249164 -0.076680852
 [6,] -0.2214007357  0.084895370 -0.105402958  0.206230106  0.107486329
 [7,] -0.3398259903 -0.034096245  0.233227780 -0.009831799  0.134067937
 [8,] -0.1661983276  0.058655972  0.015217729  0.137789535  0.012720158
 [9,] -0.0717080559  0.044812838 -0.085174729 -0.068263405  0.026057252
[10,]  0.0008044425 -0.025335426  0.061857278  0.048842944  0.001551916
[11,] -0.0988961283  0.038676409  0.053121509 -0.035327331  0.032907250
[12,]  0.0087699136  0.040270539  0.043939537 -0.172695823  0.001512646
[13,]  0.0019244847 -0.006809156 -0.023437383 -0.044477055 -0.052657945
[14,] -0.0427214177 -0.064807686 -0.091546418  0.006820492  0.006752801
[15,]  0.0212731229 -0.015535963  0.040605469 -0.044111434 -0.015335991
[16,]  0.0567343416 -0.011040386 -0.036227215  0.088539397  0.124130073
[17,]  0.0308250113 -0.114050314 -0.034315073  0.027190475  0.071066333
[18,] -0.0645135098  0.055831134 -0.005085106  0.019974417  0.080521365
[19,] -0.0298919663 -0.066637990  0.002083602  0.005419577  0.118887246
[20,]  0.0079841405  0.058279251  0.050497562  0.014629464  0.030449547
[21,] -0.0405386621 -0.099100822  0.038538754  0.027861092  0.060487280
           reps 26     reps 27       reps 28      reps 29      reps 30
 [1,]  0.596401627 -0.62043122 -0.7340796404 -0.755198014 -0.230962201
 [2,] -0.429086438  0.59406483  0.0010496799  0.276320602  0.776423523
 [3,] -0.485745525  0.11266418 -0.0770419133 -0.389531104  0.941853201
 [4,] -0.362323174 -0.32267746 -0.2655444524  0.271728465  0.506792524
 [5,] -0.081671900  0.15923049 -0.0170802862 -0.068714691 -0.159535685
 [6,]  0.212318565 -0.02764408 -0.0771464955 -0.138676577 -0.048388526
 [7,] -0.164490194  0.02273006  0.1347888550 -0.102085937 -0.120640205
 [8,]  0.085855093 -0.22069013 -0.0874672395 -0.188962604  0.033639289
 [9,] -0.027251001  0.06450954 -0.1398823513 -0.036603300  0.359764457
[10,] -0.081642283 -0.04644355 -0.1488947202  0.084716872 -0.090284533
[11,]  0.106731230  0.15362036 -0.0866675535  0.021475470 -0.068960449
[12,]  0.222110376 -0.04179906 -0.0063670868  0.078061431 -0.063650225
[13,] -0.016766029 -0.06184485 -0.0280857899  0.153130414 -0.004740682
[14,] -0.036379159  0.11065038 -0.0475983550  0.072560112  0.081541367
[15,] -0.122834461 -0.01525408  0.0003180804 -0.031416461  0.069650742
[16,] -0.013489114  0.01983911  0.0688368284  0.082862710  0.115092784
[17,] -0.076866120 -0.03059184 -0.0010634940  0.052412459 -0.132896160
[18,]  0.051825159  0.04284497  0.0020516384 -0.051370201  0.079867310
[19,] -0.004861954 -0.01954305 -0.0410848496  0.063406346 -0.040057718
[20,]  0.019122039  0.08421409 -0.0186715336  0.000446276  0.023480892
[21,]  0.019604666  0.08909872 -0.0092320846  0.053508829 -0.124422970
          reps 31      reps 32      reps 33      reps 34      reps 35
 [1,] -0.10126895 -1.229203830 -1.356188631 -0.037937843 -0.146291635
 [2,]  0.15245460  0.589288505  0.160039903  0.877355374  0.373870969
 [3,]  0.00422890  0.279356971  0.168093449  0.020618464  0.237618730
 [4,]  0.14939013 -0.320822050  0.361677731 -0.092047111 -0.040150715
 [5,] -0.20523796 -0.249207025  0.147739511  0.032120170 -0.154580179
 [6,]  0.07997174 -0.053414103  0.144857133  0.038073428  0.182540268
 [7,]  0.05749779 -0.117515303 -0.002874012 -0.093659142 -0.103236913
 [8,]  0.01739712 -0.226663506 -0.136506462  0.214024458 -0.189554249
 [9,]  0.08773212  0.138211299 -0.017666704 -0.020812074 -0.100715820
[10,]  0.08346446  0.068283591  0.059457305 -0.001165204  0.068303444
[11,]  0.02684267  0.093577516 -0.027735540 -0.040528517  0.127685019
[12,]  0.06311550  0.077257175  0.156246187 -0.018397312 -0.052495311
[13,] -0.06945580 -0.072575865 -0.118720102 -0.061683363  0.091547004
[14,] -0.03269120 -0.009734178  0.131709817 -0.018828107 -0.062113132
[15,] -0.07663957 -0.208883543  0.063132090 -0.025142912  0.100916505
[16,] -0.01092094 -0.030500255  0.011205247  0.043986704  0.063386134
[17,] -0.04822924  0.011653655  0.021536003  0.021566255 -0.005895729
[18,]  0.15695793 -0.019271225 -0.007542333 -0.097201278  0.018294705
[19,]  0.08431069  0.039269553 -0.045090566 -0.030652846 -0.004855110
[20,]  0.01848907 -0.083672085 -0.060902750 -0.043444009  0.003948574
[21,]  0.02683693 -0.009192669  0.032475387 -0.024540145 -0.050528729
           reps 36      reps 37      reps 38      reps 39      reps 40
 [1,]  1.162546760  0.301430999 -1.605514076  0.386454585 -2.169928258
 [2,]  0.368226137 -0.500841068  0.253639730 -0.831927246 -0.242807107
 [3,] -0.010922417 -0.223294757  0.584636311  0.002652725  0.024550837
 [4,]  0.135106929  0.188216990  0.377225201  0.154012278  0.148386816
 [5,] -0.049944769 -0.054250673 -0.303706929  0.058311987  0.093810146
 [6,] -0.142686867  0.201859443  0.403513248  0.163758897  0.012491485
 [7,]  0.137214851  0.020733642 -0.146687637 -0.284059810  0.016961085
 [8,]  0.090934623 -0.157577292 -0.123311234 -0.014720729  0.106914494
 [9,] -0.149081482  0.048346790  0.162919322 -0.159994968  0.167287262
[10,] -0.030721988 -0.001160330  0.034472981  0.097358150 -0.017953627
[11,]  0.121384556 -0.071764933 -0.053384930  0.058825180  0.079916050
[12,]  0.046723276  0.086954691  0.114862832 -0.110910770  0.024772646
[13,] -0.092941023 -0.113861655 -0.015031536 -0.083934838 -0.010416372
[14,] -0.001195243  0.020460430  0.008978558 -0.007823560  0.011611824
[15,]  0.044687689  0.014255789 -0.144719784  0.010958119  0.060807429
[16,] -0.037217655 -0.056841541 -0.014793350 -0.048794277 -0.022275010
[17,] -0.034901981  0.084766938  0.030047185 -0.006768941  0.033139507
[18,]  0.031419217 -0.024210842 -0.128802183  0.033543104  0.057394323
[19,] -0.142512268  0.050543985 -0.013959245  0.053354521 -0.090211923
[20,] -0.010262987 -0.002333676  0.072433528  0.042780753  0.005312022
[21,]  0.001254677  0.030068901 -0.002465051  0.066692805 -0.003256503
           reps 41      reps 42      reps 43      reps 44     reps 45
 [1,]  0.685412115  0.102269840 -0.322445186 -2.929799197  0.40274932
 [2,]  0.032526160  0.817305311 -0.320453359 -0.461053803  0.39724993
 [3,] -0.290109876  0.167988387 -0.135667628 -0.401343740  0.22950755
 [4,] -0.089523917  0.142130491 -0.287822747 -0.130945144  0.22877533
 [5,] -0.151629067 -0.300601459  0.013749196  0.121440160 -0.17531868
 [6,] -0.141363077  0.036750440  0.254260623  0.241107931  0.05292447
 [7,]  0.019784680 -0.078370703  0.107943023 -0.086316479  0.04734806
 [8,] -0.124398275  0.007680934  0.058073603 -0.086628256 -0.01294615
 [9,]  0.061756872 -0.014236315 -0.085044131  0.024028395  0.03340894
[10,] -0.011392219 -0.188257548  0.080036419 -0.176211781 -0.03866179
[11,] -0.107512829  0.017770006  0.078489546 -0.024762952  0.03903412
[12,] -0.014083389 -0.092140899 -0.049534213  0.004622893 -0.12898957
[13,]  0.036648208  0.072967081 -0.043765621  0.133711265  0.12128194
[14,]  0.009561348  0.085581872 -0.049265181 -0.002602318 -0.06511081
[15,] -0.027886708 -0.072278847  0.025686981  0.063412999  0.02566812
[16,]  0.034922027  0.046866570  0.007035823 -0.005939055 -0.01543496
[17,] -0.007307786 -0.017627726 -0.087091157 -0.018242622 -0.07807337
[18,] -0.116145329 -0.015866614  0.052050355  0.045360121  0.03887079
[19,]  0.031096824  0.001496556  0.018312502 -0.037828253 -0.03781145
[20,]  0.127799966 -0.024202768 -0.024686547 -0.103592440  0.03376792
[21,]  0.018540805 -0.103571776 -0.029429761 -0.048229151  0.02534529
          reps 46      reps 47       reps 48      reps 49      reps 50
 [1,] -1.66798176  0.695911276  0.7404456141 -0.514055382  0.511651224
 [2,] -0.06521393 -0.457563418  0.2429278783 -0.311147142 -0.849368183
 [3,]  0.08775388  0.135443280 -0.1135862283 -0.173633872 -0.156955395
 [4,]  0.53227064  0.104445988  0.1256812970  0.135164492 -0.036788996
 [5,] -0.24134883  0.158178689  0.0077897264  0.121493357  0.177274248
 [6,] -0.30085052 -0.025510323 -0.0396750350 -0.077644346 -0.326232036
 [7,]  0.20106664  0.011917671  0.0561477653 -0.025327188 -0.018453807
 [8,] -0.09124373  0.019363842  0.0175784538  0.064369667  0.115816976
 [9,]  0.17258697  0.070999613  0.0496528808  0.070424157 -0.026027254
[10,]  0.05113170  0.007029878  0.0594204770  0.127335568 -0.075639641
[11,]  0.04307044 -0.251703692 -0.0941150676 -0.040785898 -0.020327186
[12,] -0.01272389  0.049356295 -0.0031904047  0.089404791  0.117185896
[13,] -0.05763662  0.043199832 -0.0632091128  0.003820107 -0.009312876
[14,]  0.04255263 -0.047191224 -0.0172854980 -0.033837924  0.026904436
[15,]  0.01642860  0.089882865  0.1196051643  0.053335090  0.047013357
[16,] -0.14768877 -0.005444283  0.0003862754  0.053849219 -0.056533445
[17,]  0.13115593  0.022873251 -0.0752542378 -0.068347035 -0.041135253
[18,] -0.05928305  0.053690494 -0.0407027730 -0.120886401  0.010355766
[19,] -0.11043483  0.067823360  0.0159926448  0.019328485 -0.006149727
[20,] -0.03554174 -0.062819150 -0.0767180579 -0.021880184  0.063957983
[21,] -0.02636101  0.043390266 -0.0220757166 -0.042380178 -0.004942476
          reps 51      reps 52      reps 53      reps 54      reps 55
 [1,] -0.88679569 -0.473413148 -0.389329267  1.462622136  1.012818569
 [2,] -0.80803096  0.091956264 -0.312264415  0.505692531  0.214584841
 [3,]  0.47139550  0.411335191  0.124579078  0.550404219  0.126484369
 [4,]  0.02629843  0.159451235  0.126219864 -0.695322491 -0.257083896
 [5,] -0.20599972  0.259572922 -0.238439316  0.254084677  0.071366494
 [6,] -0.15580963 -0.069066127 -0.042740230  0.016388592  0.324858469
 [7,] -0.06271916 -0.097439774  0.187450202  0.087932463  0.419779327
 [8,] -0.21495053 -0.193235276  0.004721954 -0.110157074  0.080976628
 [9,] -0.04697259  0.094392808  0.087633766 -0.312603204 -0.081792199
[10,]  0.06310762  0.105648988  0.013015338 -0.012879050  0.177605940
[11,]  0.02061124 -0.003762909 -0.123284358  0.048198401  0.062714590
[12,] -0.04355607 -0.066515715  0.063321091 -0.037524779  0.016399394
[13,] -0.04916942 -0.049148129  0.016206047  0.003680291  0.025832558
[14,]  0.01339606  0.006982223 -0.198518590 -0.112255669 -0.025307095
[15,]  0.04464521  0.015013641 -0.078301792  0.026445896  0.060585198
[16,]  0.03564929  0.011402665  0.017423692  0.035591379 -0.068377325
[17,] -0.01633890 -0.008622373 -0.019361998 -0.002787775  0.081194693
[18,] -0.07211012 -0.083610627 -0.003442708 -0.078852283  0.121849209
[19,]  0.02494986  0.034438881 -0.073818226  0.017090097  0.004440186
[20,] -0.02581122  0.014730336 -0.025540686  0.056446443 -0.011402045
[21,]  0.04821267 -0.039955966 -0.031413079  0.009037040 -0.003835277
          reps 56      reps 57      reps 58      reps 59      reps 60
 [1,]  0.22942951  0.902598314  2.086915477  0.648837263 -0.398249030
 [2,]  0.85874138 -0.200344273 -0.020456821  0.005757634 -1.241862171
 [3,]  0.50455396  0.254689926  0.268934538  0.021249127 -0.160834770
 [4,]  0.09698745  0.068618228 -0.086173014 -0.220235440  0.234835878
 [5,]  0.17515614 -0.013175345  0.030039863  0.037371317 -0.077598042
 [6,]  0.43930584 -0.008703127  0.130425176  0.288443553  0.114929106
 [7,]  0.06657792 -0.015375007 -0.112587078  0.189240081  0.125922666
 [8,] -0.12534410 -0.225653298  0.152434761  0.102487443 -0.052433401
 [9,] -0.10238558  0.146763772  0.079362612 -0.007873260  0.171809069
[10,]  0.11755379  0.272832532  0.010433364  0.178620447 -0.068372476
[11,]  0.21841865  0.014212613  0.035602427  0.096660879 -0.090182886
[12,]  0.09280712 -0.029331824  0.014399273 -0.017727691 -0.007786051
[13,]  0.10451146 -0.001302129 -0.101060758  0.070700443  0.015372321
[14,]  0.06462176  0.099087112  0.008963163  0.095319673  0.097757510
[15,]  0.02133573  0.057679431  0.120835868  0.040346585  0.079408102
[16,] -0.07994131  0.016933566 -0.048647842  0.036217316 -0.020772079
[17,]  0.02880201  0.027244280 -0.084965315  0.096800583  0.028531478
[18,]  0.01626703  0.005986077 -0.052381244 -0.060157666  0.023921065
[19,] -0.02019216 -0.024375313 -0.009208730 -0.066325162 -0.044664449
[20,] -0.02715873  0.000533970  0.043210177 -0.038736749 -0.032287813
[21,]  0.09248797  0.005058580 -0.014457865 -0.083502327 -0.029268228
          reps 61      reps 62      reps 63     reps 64      reps 65
 [1,] -0.91140740  0.629062045  0.311100018  0.34660292 -0.334480972
 [2,]  0.12555461  0.133696630 -0.138088184 -0.12547506 -0.359474052
 [3,] -0.01667583  0.380049454 -0.392633334 -0.54955760  0.352551322
 [4,]  0.12813855  0.279316100  0.041557660  0.04768597  0.191065566
 [5,] -0.21903963 -0.154873773  0.369468595 -0.16809813  0.047213925
 [6,]  0.17093565 -0.202168888  0.165230462  0.08170942  0.025058407
 [7,]  0.03928159 -0.195602580 -0.002813185 -0.04224193 -0.052821815
 [8,]  0.04010503  0.039866102  0.095806731  0.07074782 -0.122181498
 [9,] -0.07648389 -0.080863155 -0.213097205 -0.03737798  0.108074670
[10,]  0.01160314  0.062603752  0.054136103  0.06481934 -0.026425520
[11,] -0.04056762 -0.043540557  0.114345192 -0.08717272  0.038086549
[12,]  0.04682478  0.191747214 -0.087856941 -0.02109240  0.076934170
[13,] -0.06272043  0.037661335  0.117735670 -0.00692386 -0.031288558
[14,] -0.05764759 -0.057981724 -0.070492918  0.03334642 -0.020100945
[15,]  0.03601632 -0.048248625  0.053109632 -0.11948297 -0.030104751
[16,]  0.03660345  0.005731583 -0.025297163 -0.11042190 -0.007276338
[17,] -0.08573611 -0.005978914  0.032403997  0.08387447  0.041290688
[18,]  0.09607363  0.096856155  0.065166671 -0.06147414  0.004538314
[19,]  0.07104590  0.053357595  0.010638732 -0.07030220 -0.069817970
[20,]  0.01606949 -0.014145552  0.002272449 -0.10856792  0.002277342
[21,]  0.01581955  0.046264785 -0.051637951 -0.07345687 -0.098133145
           reps 66      reps 67      reps 68      reps 69      reps 70
 [1,] -0.655715918 -0.330631887  0.018717011 -1.702303361  0.456368440
 [2,]  0.278442615 -0.346119629 -0.034406842 -0.335590904 -0.476003183
 [3,]  0.097665842  0.163471981  0.132536721  0.489340728 -0.263229609
 [4,] -0.263336281  0.030452445  0.118628876 -0.163862614  0.116196522
 [5,] -0.148644374 -0.284494238 -0.098028754 -0.120790288  0.381668012
 [6,]  0.130382747  0.095345181 -0.092690938  0.196204363  0.025018983
 [7,] -0.150533736  0.017367063 -0.024232816  0.110538171  0.008176167
 [8,]  0.214088057  0.168487035 -0.010762585 -0.016965239  0.165946204
 [9,] -0.121144821 -0.026695577  0.116840143 -0.145615308  0.027277366
[10,] -0.037136512 -0.058880480  0.082941237  0.038152412  0.120636785
[11,] -0.031841464 -0.043640856 -0.029468637  0.115421595  0.001138854
[12,]  0.006786920  0.094231597  0.008278814 -0.040641239 -0.005483092
[13,]  0.007882101  0.076208603 -0.062665301 -0.013068839 -0.012178582
[14,] -0.010571503 -0.078411952 -0.004094042  0.023344956 -0.144285829
[15,] -0.017890895 -0.018040279 -0.007521406  0.012152205  0.023701131
[16,]  0.068264657  0.009177358  0.010216815  0.083314898 -0.013219244
[17,] -0.007484494  0.003720286 -0.075390420  0.007603715  0.043129851
[18,]  0.060903198  0.078040811  0.002188659  0.031855395  0.001619438
[19,]  0.050735645 -0.067702332  0.077886121 -0.087584545  0.047634304
[20,]  0.006893448  0.003052202 -0.055126085  0.018731682 -0.020706033
[21,]  0.040278417  0.028121280 -0.032871847 -0.101254230  0.016680238
           reps 71       reps 72      reps 73       reps 74       reps 75
 [1,] -0.648639021  0.2677356913  0.425969249  0.4893335416  0.8038126421
 [2,]  0.304133924  0.4562159131  0.394363526 -0.1465621818  0.6795459711
 [3,] -0.148394842 -0.5709528363  0.588085932 -0.0654521272 -0.1529044424
 [4,] -0.321822530  0.1731578133 -0.295128362  0.2719031892 -0.2329479269
 [5,]  0.188034331 -0.1051257271  0.082460331  0.0198212412  0.4840306341
 [6,]  0.103018262  0.0498414311  0.155921551  0.0559819548 -0.0315572095
 [7,] -0.194196810 -0.0048679554  0.141567788  0.1129390057  0.0203606704
 [8,]  0.014910382  0.0653924431 -0.056636132  0.0575620412 -0.0033114903
 [9,]  0.171789340 -0.0228587572  0.201455847  0.1733246046  0.0659133782
[10,]  0.067691581 -0.2070149299  0.008501833  0.1793652450 -0.0141783446
[11,] -0.013314242 -0.0895138748 -0.095107902 -0.0052096150  0.0824920012
[12,]  0.097929748  0.0282664840  0.032511412 -0.0001627043  0.0452169968
[13,]  0.069992345  0.1289546532 -0.036073918  0.0542902133  0.1059106821
[14,]  0.074157759 -0.0515357268  0.031720393 -0.0193956818  0.0008778186
[15,] -0.138530937 -0.0744832489  0.042807085  0.0191078281  0.1013254560
[16,]  0.025352746 -0.0365151538 -0.022628353 -0.0456122854 -0.0471189753
[17,] -0.008736823  0.0452796843  0.041014932  0.0616651894  0.0595031328
[18,] -0.040857183 -0.0008390139 -0.026406155 -0.0330749080  0.0935597618
[19,]  0.136857724 -0.0409316056 -0.049799692  0.0313554128 -0.0170458867
[20,]  0.031388987  0.0325098655  0.004907529  0.0003257878 -0.0373811288
[21,] -0.052986407  0.0196584245  0.039116528  0.0052889124  0.0365984811
          reps 76      reps 77     reps 78      reps 79      reps 80
 [1,]  0.36142949 -0.783536655  0.28802077 -2.517026626 -0.953618250
 [2,]  0.16091950 -0.235025462 -0.06772129 -0.437705932 -0.094647687
 [3,] -0.17628211  0.253889192  0.31965924  0.012385117 -0.031103353
 [4,]  0.03272519  0.081299230  0.06495807  0.206975078 -0.518586010
 [5,] -0.21252997  0.293510770 -0.25462419 -0.106151053 -0.055344023
 [6,] -0.04895469  0.013876129 -0.17707963 -0.020465363  0.312896942
 [7,] -0.22799667  0.035314243  0.12952397 -0.070694104 -0.186769441
 [8,] -0.05351593  0.016832698  0.14957345  0.092476652  0.126590482
 [9,] -0.21563819 -0.077164776 -0.04700979 -0.004133184 -0.052803078
[10,] -0.08943069 -0.068902987  0.08856745  0.167469454 -0.169388170
[11,] -0.05506664  0.130386399  0.05127040  0.166474091 -0.146539017
[12,] -0.03223412  0.108274143 -0.30128509  0.113292824  0.070632041
[13,]  0.10871817  0.131073109 -0.05362854 -0.109789952  0.049506991
[14,] -0.10342538 -0.048390785 -0.01081277  0.120370773  0.088915675
[15,]  0.03305260 -0.018974796  0.02816692 -0.057847939 -0.005458597
[16,]  0.04027222  0.107790583  0.04150648  0.064978392 -0.030526194
[17,]  0.04104136  0.138060667 -0.01257153  0.111578836  0.047447028
[18,]  0.08581295  0.071581410 -0.03356000 -0.050700400 -0.007531103
[19,]  0.04878630 -0.034736740  0.02403031  0.023992249 -0.002127925
[20,] -0.02579157  0.007495012 -0.05660156 -0.009650080  0.010908338
[21,]  0.12461435 -0.025954661 -0.07021236 -0.035334075 -0.028381983
           reps 81      reps 82       reps 83      reps 84       reps 85
 [1,] -0.903171458  1.095511747  1.0928279027 -1.946770216  0.2488307698
 [2,]  0.162500711 -0.065442169 -0.3391657714  0.071006014  0.0764263893
 [3,] -0.060044302 -0.059099805  0.3858301855 -1.238493270 -0.0340727643
 [4,]  0.431502175 -0.380217623  0.0347976230  0.358041673 -0.0273532867
 [5,] -0.098697347 -0.224748434 -0.1576797821  0.168653673 -0.0350146205
 [6,]  0.303746103 -0.113955758 -0.0436759086  0.071816125 -0.0731671243
 [7,]  0.045255364 -0.178597360  0.1910955253  0.247476691  0.4152183823
 [8,] -0.119822893  0.075402857 -0.1987966463  0.225019494 -0.1470642580
 [9,] -0.053030145  0.138216108  0.0399071175  0.078549382 -0.0767459641
[10,]  0.186164503 -0.093862081  0.0009116072 -0.028480479  0.1225228086
[11,]  0.090245791  0.057107029  0.2160887095 -0.090566937 -0.0792904226
[12,]  0.074449638 -0.137447703  0.0635254690 -0.180934458  0.0765876177
[13,]  0.104595222 -0.022902648 -0.0553479793 -0.064608690 -0.0456278839
[14,] -0.103485404 -0.091987492  0.1036720628 -0.035493382 -0.0482213013
[15,]  0.011475161  0.070143321 -0.1436823908  0.064508578 -0.0777786538
[16,] -0.086309529 -0.119268793  0.0191346131  0.009277276  0.0160412525
[17,] -0.084250394 -0.117526966  0.0485534328 -0.020860872 -0.0003566942
[18,]  0.019523626 -0.088959396  0.0936729256  0.026576950  0.0559154890
[19,]  0.006152563 -0.014313128  0.0809830229  0.063786428 -0.0452626857
[20,] -0.106493713  0.005214176  0.0456497707 -0.022605044  0.0616543716
[21,] -0.006448054 -0.008510554 -0.0303166108  0.053011139 -0.0284316053
           reps 86      reps 87     reps 88     reps 89     reps 90
 [1,]  1.295906903  1.010065109 -1.45126031 -1.49895085  1.02171958
 [2,] -0.514784881 -0.494440925  0.05939771 -0.12843235 -0.11170547
 [3,]  0.111481957 -0.391621404 -0.00260041  0.22466781 -0.31922430
 [4,]  0.255953102  0.475188932 -0.33058226 -0.10969159 -0.49402049
 [5,]  0.163642615  0.160993478 -0.07274139 -0.49920729  0.28906698
 [6,] -0.006192702  0.046196463  0.01207995 -0.07287372 -0.36643945
 [7,]  0.033190042 -0.254607006  0.11534399  0.07375289  0.13109451
 [8,]  0.076228776 -0.032798302  0.04438181  0.15168600 -0.08871548
 [9,]  0.125004103 -0.132427710 -0.01770004 -0.26310254 -0.01072180
[10,] -0.054143892 -0.118907327  0.11163173  0.13412412  0.07960709
[11,]  0.039014909  0.177431575  0.02956509  0.19690231 -0.13167051
[12,] -0.159217182  0.061301872  0.08701551  0.13437123 -0.12207776
[13,]  0.121863485  0.128074683  0.07080556  0.08058508 -0.09836051
[14,] -0.019634685  0.037071671 -0.07993050 -0.05763231  0.04990265
[15,]  0.035974722  0.084503743 -0.02995530 -0.05160761  0.04176128
[16,] -0.081482077 -0.011895962 -0.11463314 -0.01395821 -0.06270216
[17,]  0.042466719  0.005737921 -0.03779144 -0.06124022 -0.05802278
[18,] -0.124307069  0.056937345 -0.03099357  0.01000987  0.01098374
[19,]  0.104228713  0.018947920  0.01495570 -0.12743055  0.01418859
[20,]  0.036337410  0.058848945 -0.06428405  0.02290132 -0.02405176
[21,] -0.013289845  0.048920161 -0.02094121 -0.01993461 -0.12684097
            reps 91      reps 92      reps 93     reps 94      reps 95
 [1,]  1.785672e+00  0.996934723  1.521992313 -0.06004772  0.609536625
 [2,]  3.710932e-01  0.239969094 -0.169446754 -0.17237180 -0.026320627
 [3,]  3.802313e-01 -0.178580705 -0.080962636 -0.07352095 -0.376859571
 [4,]  9.054458e-02 -0.169904277 -0.078374215  0.24412825 -0.477157665
 [5,]  2.364770e-01  0.058861026 -0.195400654 -0.13794391 -0.110364997
 [6,]  1.310485e-01  0.093900712 -0.212657271 -0.03260264 -0.285493807
 [7,]  2.540336e-02 -0.130388655 -0.367297147 -0.13127946 -0.122658944
 [8,]  1.442890e-01  0.154879832 -0.052325192 -0.03243580  0.204026456
 [9,] -9.088028e-05  0.090137539 -0.102704437  0.09391667 -0.121384754
[10,]  2.066792e-01 -0.081983333 -0.100746333  0.12397360  0.070842212
[11,]  4.468090e-02 -0.131997396 -0.003839737 -0.08843477 -0.087767499
[12,]  8.965435e-02 -0.009900722  0.044434034  0.01578513 -0.079398210
[13,]  1.725756e-03 -0.086084713 -0.061185863  0.06947929 -0.173301431
[14,]  3.390867e-02  0.051899284 -0.003632611 -0.10173983 -0.081185459
[15,]  4.195627e-02  0.103774414  0.023412491  0.03182227  0.008259684
[16,] -4.583459e-02 -0.018928784 -0.064790092  0.02938260 -0.091171552
[17,]  1.096709e-02  0.034704354 -0.112887678  0.08888646 -0.001916170
[18,] -5.442157e-02  0.040848116  0.050618286  0.04245933  0.003751032
[19,]  5.286489e-02  0.009324373  0.002768765 -0.03461147  0.036760790
[20,]  1.595771e-02  0.079634857  0.024452592 -0.02252085  0.006961708
[21,] -1.625396e-03  0.080969343 -0.029102355  0.07970085  0.011068298
          reps 96      reps 97       reps 98      reps 99     reps 100
 [1,]  0.90715916  0.058218656 -0.9170817644  1.259576386 -1.019655009
 [2,] -0.44759467 -0.379600362  0.0893342907 -0.349673057  1.150091871
 [3,] -0.14126384  0.133799036  0.4043233549 -0.403805363 -0.161926060
 [4,]  0.49275319 -0.180298323  0.4362555746  0.175873365  0.238116071
 [5,] -0.14224469 -0.131603576 -0.2632896921 -0.075643742 -0.230409677
 [6,] -0.40522191  0.017813895 -0.1865154523  0.026464171  0.348230957
 [7,] -0.02093214  0.071272692  0.1311863767 -0.037754602  0.038174269
 [8,] -0.07734929 -0.265011840 -0.0750531323  0.043703264  0.184444636
 [9,] -0.29068098  0.233861161  0.0146278853  0.040964236  0.033119662
[10,]  0.11569823 -0.202228374  0.1566122774  0.130207539  0.050072171
[11,] -0.07333730 -0.069056433  0.2054630091  0.041525219 -0.099814732
[12,] -0.02219582 -0.134693733 -0.0327707962  0.035194135 -0.062045948
[13,]  0.06349196 -0.117024422  0.0717565163  0.031871100  0.041113600
[14,]  0.02592068  0.005186483  0.0921454372  0.033807566  0.068135766
[15,]  0.03870037 -0.024770713 -0.0519911631 -0.063900557  0.073978055
[16,]  0.04074735  0.068355040  0.0070241456  0.018470754 -0.039084447
[17,] -0.08764969  0.089679972  0.0203779292  0.044617436 -0.107930933
[18,]  0.10312381 -0.097017402 -0.0002059723  0.005316268  0.030267154
[19,]  0.03875007 -0.005320531 -0.1152713593  0.040572994  0.045430776
[20,] -0.04904467 -0.004095126  0.0383916712  0.031068029 -0.008514378
[21,] -0.02286614 -0.060512840 -0.0316134734 -0.033738684  0.028818486

$basis
$call
basisfd(type = type, rangeval = rangeval, nbasis = nbasis, params = params, 
    dropind = dropind, quadvals = quadvals, values = values, 
    basisvalues = basisvalues)

$type
[1] "fourier"

$rangeval
[1] 0 1

$nbasis
[1] 21

$params
[1] 1

$dropind
numeric(0)

$quadvals
NULL

$values
list()

$basisvalues
list()

$names
 [1] "const" "sin1"  "cos1"  "sin2"  "cos2"  "sin3"  "cos3"  "sin4"  "cos4" 
[10] "sin5"  "cos5"  "sin6"  "cos6"  "sin7"  "cos7"  "sin8"  "cos8"  "sin9" 
[19] "cos9"  "sin10" "cos10"

attr(,"class")
[1] "basisfd"

$fdnames
$fdnames$args
[1] "time"

$fdnames$reps
  [1] "reps 1"   "reps 2"   "reps 3"   "reps 4"   "reps 5"   "reps 6"  
  [7] "reps 7"   "reps 8"   "reps 9"   "reps 10"  "reps 11"  "reps 12" 
 [13] "reps 13"  "reps 14"  "reps 15"  "reps 16"  "reps 17"  "reps 18" 
 [19] "reps 19"  "reps 20"  "reps 21"  "reps 22"  "reps 23"  "reps 24" 
 [25] "reps 25"  "reps 26"  "reps 27"  "reps 28"  "reps 29"  "reps 30" 
 [31] "reps 31"  "reps 32"  "reps 33"  "reps 34"  "reps 35"  "reps 36" 
 [37] "reps 37"  "reps 38"  "reps 39"  "reps 40"  "reps 41"  "reps 42" 
 [43] "reps 43"  "reps 44"  "reps 45"  "reps 46"  "reps 47"  "reps 48" 
 [49] "reps 49"  "reps 50"  "reps 51"  "reps 52"  "reps 53"  "reps 54" 
 [55] "reps 55"  "reps 56"  "reps 57"  "reps 58"  "reps 59"  "reps 60" 
 [61] "reps 61"  "reps 62"  "reps 63"  "reps 64"  "reps 65"  "reps 66" 
 [67] "reps 67"  "reps 68"  "reps 69"  "reps 70"  "reps 71"  "reps 72" 
 [73] "reps 73"  "reps 74"  "reps 75"  "reps 76"  "reps 77"  "reps 78" 
 [79] "reps 79"  "reps 80"  "reps 81"  "reps 82"  "reps 83"  "reps 84" 
 [85] "reps 85"  "reps 86"  "reps 87"  "reps 88"  "reps 89"  "reps 90" 
 [91] "reps 91"  "reps 92"  "reps 93"  "reps 94"  "reps 95"  "reps 96" 
 [97] "reps 97"  "reps 98"  "reps 99"  "reps 100"

$fdnames$funs
[1] "values"


attr(,"class")
[1] "fd"

fChange documentation built on May 2, 2019, 6:43 a.m.