fun_AR: Simulate Functional Auto-Regressive Process

Description Usage Arguments Details Value References See Also Examples

Description

This generates a functional Auto-Regressive, FAR, 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 FAR 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_AR(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 FAR process

kappa

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

Sigma

Eigen value decay of the covariance operator of the functional data. The eigenvalues of the covariance operator of the generated functional sample are given by 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 FAR data generation for a desired eigenvalue decay of covariance operator. The j-th FAR operator Ψ[j] is generated by Ψ[j] = κ[j]Ψ, where Ψ has a unit norm with Ψ[i,j] = N(0, σ[i]σ[j]). For more details see Aue A., Rice G., Sonmez O. (2017+).

Value

Functional Auto-Regressive 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, fun_MA

Examples

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


# Define eigenvalue decay
Sigma1 = 2^-(1:21)
# Then generate FAR(2) data
fun_AR(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 FAR(1)
fun_AR(n=100, nbasis=21, order=1, kappa= 0.3,Sigma=Sigma1, basis=basis1)

# Not defining order will result in generating IID functions
fun_AR(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,]  0.061966081  3.219969e-01 -1.047365591 -1.715045564  1.274198153
 [2,] -0.619393001 -4.013365e-01  0.271447100  0.128810048 -0.297421506
 [3,] -0.393376328  1.829239e-01 -0.035856951 -0.142343448  0.250362905
 [4,]  0.236966961  1.529319e-01  0.097406982  0.375191204  0.588535952
 [5,] -0.082892665 -3.123592e-02  0.179070603 -0.239270846 -0.127021024
 [6,] -0.164996489  5.623432e-02 -0.083015215 -0.037598326 -0.273608483
 [7,] -0.056222545  3.127854e-01 -0.048650913  0.033946930 -0.115412891
 [8,]  0.101567490 -1.084163e-01  0.134504962  0.017315658 -0.010484440
 [9,]  0.222361901  4.501896e-02  0.124631995  0.031915597 -0.003092245
[10,]  0.134722991  1.084432e-01  0.138311794  0.190998285  0.127679675
[11,]  0.099574371 -6.512619e-02 -0.050306952  0.005585401  0.124173722
[12,]  0.060563323  1.614135e-02 -0.159453755 -0.030535380  0.016463338
[13,]  0.054742887 -1.512360e-01  0.062508764 -0.109142260 -0.124700950
[14,] -0.008195429 -6.675969e-02  0.006400113 -0.035157915 -0.088253171
[15,] -0.059503895  7.582306e-02 -0.030323835 -0.017129786  0.003672429
[16,] -0.040532382 -1.228563e-01 -0.064446982 -0.114675717 -0.031571340
[17,] -0.031611103 -6.174706e-03 -0.123523820 -0.040196332  0.016653743
[18,] -0.074879088 -6.783772e-03  0.007832762  0.057383721  0.030213597
[19,]  0.057149300 -1.270536e-02  0.050475835  0.054419115  0.095238510
[20,] -0.033538060 -5.340184e-06  0.001161711  0.017528153 -0.056736488
[21,]  0.043689799  4.454332e-02 -0.053521396 -0.070996382  0.048493116
            reps 6       reps 7      reps 8       reps 9      reps 10
 [1,] -0.616403353  1.823804419  0.42314679 -1.391131865  1.643256104
 [2,]  0.566260866  0.618414513  0.89532874 -0.006109186 -0.048088671
 [3,] -0.256281395  0.025772610  0.42198594  0.067990267  0.443401889
 [4,] -0.202415479  0.453260465 -0.22355158  0.218366378  0.169628506
 [5,]  0.282680684 -0.296210329 -0.22472274 -0.115091865 -0.313149795
 [6,] -0.334506014 -0.339145861  0.26078653 -0.080824651  0.038119446
 [7,]  0.183749191 -0.125794997  0.04931997 -0.271554387 -0.015757347
 [8,]  0.026637696  0.036855483 -0.11119000  0.150637544  0.293314643
 [9,]  0.051055629 -0.009020232  0.01703588 -0.147206123 -0.057318499
[10,] -0.026388009  0.084190106  0.10993375 -0.080739050 -0.250909018
[11,]  0.054284391  0.083635025  0.17419633  0.109264064 -0.049543871
[12,]  0.093695562 -0.044815374  0.02871027 -0.062049106  0.181474079
[13,] -0.076121072  0.023527087 -0.01248387 -0.046292222  0.003800351
[14,]  0.088256811 -0.047157938  0.10747566 -0.037670682 -0.040143653
[15,] -0.050062317  0.076514718  0.07269083 -0.128256065 -0.006572953
[16,]  0.031783439 -0.049956009  0.02060045 -0.080405432 -0.030853778
[17,]  0.065026807  0.070703869 -0.08392052 -0.046803924  0.023859678
[18,] -0.041464378 -0.001168281  0.04532427  0.028775100 -0.034086015
[19,] -0.054372957  0.021201018 -0.06079013 -0.101890481  0.075295755
[20,] -0.004909601  0.015458707  0.08890647  0.028731535  0.010513957
[21,]  0.029730643  0.013742522 -0.08343365  0.020980230 -0.035224217
           reps 11      reps 12      reps 13      reps 14      reps 15
 [1,] -0.872493168 -0.191025019 -0.033038201 -2.562466597  1.601380243
 [2,]  1.328144616 -0.376583753  0.412243554  0.035398200  0.103469488
 [3,] -0.566249720  0.208321541 -0.609204587  0.344218434  0.436493619
 [4,] -0.134870461  0.118637481  0.161655768 -0.075898477  0.473651372
 [5,]  0.007504382 -0.096769124  0.332353029  0.236202015 -0.126116755
 [6,]  0.068943049 -0.219403209 -0.005702329 -0.149341027 -0.372294858
 [7,]  0.153105017 -0.134238330 -0.249199919 -0.192806089 -0.047646053
 [8,] -0.196874888  0.259138440  0.264312608  0.001719335  0.017044417
 [9,]  0.169755690  0.023993812 -0.196154020 -0.026235374  0.058990331
[10,] -0.202376977  0.103020544  0.090790868 -0.082034957  0.063058431
[11,] -0.147643925 -0.051746673 -0.054623857  0.124089874  0.001011756
[12,]  0.077967380  0.016701488  0.030915840  0.165012159  0.133176801
[13,]  0.064516133  0.102717633  0.147232889  0.112673661 -0.004062847
[14,]  0.006346847  0.039903817 -0.088812891  0.159385543 -0.113750483
[15,]  0.036126028 -0.010184290  0.127236524 -0.002434727 -0.054982175
[16,]  0.015641069 -0.186772740  0.059554830  0.001810744  0.061510005
[17,] -0.173708037 -0.014501007  0.004104254 -0.021224071  0.073015705
[18,] -0.032767841  0.005255724  0.039762014  0.104330973 -0.050426846
[19,]  0.027543188 -0.088868965 -0.013316406  0.047936778  0.166290841
[20,]  0.106170807  0.044309036  0.002920708 -0.025663431  0.007682112
[21,] -0.018844839  0.081662310 -0.063900530 -0.016044809 -0.067113068
           reps 16      reps 17      reps 18      reps 19     reps 20
 [1,] -2.851363407  1.522630240  0.544396937  0.984348961 -1.94979168
 [2,]  0.143336580 -0.561887611  0.995797989  0.118585189  0.75833252
 [3,] -0.692161771  0.166627493 -0.394811181  0.498654343  0.13841149
 [4,] -0.391472435  0.653139038 -0.360053939 -0.520825995 -0.41065504
 [5,]  0.137330215 -0.284699501 -0.005694893 -0.427673013 -0.20565668
 [6,]  0.177639682 -0.238101221 -0.081909948 -0.100053756  0.27155472
 [7,]  0.139818096 -0.055022638  0.127507824  0.024239954  0.11386224
 [8,] -0.078957485  0.006955696 -0.162642800  0.040869921 -0.24882990
 [9,] -0.052406879 -0.002860464  0.060308021 -0.198812410 -0.08912573
[10,]  0.166698533  0.063306678 -0.040604636  0.052122666  0.07891518
[11,]  0.066386762 -0.040217852 -0.047760134  0.072154705  0.01728179
[12,]  0.051817146  0.037312684  0.069019670  0.031191078  0.05212771
[13,] -0.050492789 -0.038067162  0.014529074  0.046044916  0.13859246
[14,] -0.074897587 -0.223575230  0.131911926  0.019642346 -0.11887347
[15,]  0.074154369  0.011523289 -0.022954756 -0.047472698 -0.05094617
[16,] -0.007867782  0.041502982  0.095950357 -0.057681101 -0.10493641
[17,] -0.080827926 -0.058212437 -0.058506563  0.052941342 -0.15601631
[18,] -0.039175857  0.153401156  0.004206024 -0.003291914 -0.02981440
[19,] -0.049094427  0.035597421 -0.026991272 -0.022937283 -0.08194542
[20,]  0.051290979 -0.037224609 -0.024759572 -0.054546169 -0.01161723
[21,] -0.053851237  0.055482693  0.003526526  0.036941209 -0.04172275
           reps 21       reps 22     reps 23       reps 24       reps 25
 [1,]  2.411873252 -0.8977333264 -0.10892181 -0.3662388502  0.1595384004
 [2,] -1.272214754  1.1635273222  1.09764137 -0.4351173983 -0.1447824682
 [3,]  0.670993312  0.3753730949 -0.14268965 -0.1963839211  0.6286842386
 [4,]  0.297864608 -0.9107672965  0.36197050  0.0194610093 -0.6265684873
 [5,]  0.110217575  0.0548547306 -0.19948439  0.2435452130 -0.1565906534
 [6,] -0.176606368 -0.0219118359 -0.30128865 -0.2037601078 -0.0269782757
 [7,] -0.210090200 -0.0532612745 -0.12328241  0.0497091888  0.0759230437
 [8,]  0.016857087 -0.0730588418  0.14620694 -0.0989664586  0.0164008097
 [9,]  0.060062689 -0.1075117828  0.10905089 -0.0221694858  0.0702647305
[10,] -0.065218361 -0.1391151195 -0.03581090 -0.1791092873  0.0391865924
[11,]  0.061002372 -0.0831439885  0.06948795 -0.0824980766  0.1337899387
[12,] -0.109832438  0.0869537858 -0.19551386 -0.0938972370 -0.0505380545
[13,] -0.025239277  0.0003425964  0.03315374  0.0333700987  0.0501280513
[14,] -0.104311553  0.0665852566 -0.11910459 -0.0527079455  0.0189223341
[15,]  0.076128701  0.0334632496 -0.07245115 -0.0413916725  0.0399246621
[16,]  0.045837107 -0.0457211365  0.05823250 -0.1052750931 -0.0329043745
[17,] -0.053973287 -0.0652521726 -0.06274957 -0.0351602923  0.0467901626
[18,] -0.002768582  0.0288589399 -0.05947188  0.0003226403 -0.0614504228
[19,]  0.086546472 -0.0784460971 -0.16063641  0.0050009792  0.0021813259
[20,] -0.091317672 -0.0063367674  0.08981086 -0.0040715647  0.0176151373
[21,]  0.002168886  0.0192088152  0.01399861 -0.0451388343 -0.0008625056
           reps 26      reps 27       reps 28     reps 29      reps 30
 [1,]  1.735566501  0.380868371  0.1558447928  0.10053838 -1.361342576
 [2,] -0.204861263  0.524824272  0.4153665505 -0.20739840  0.094753877
 [3,]  0.120067771 -0.784343974  0.3313150632  0.23032342 -0.198467267
 [4,]  0.096675920 -0.420498312 -0.2664567730  0.30515896 -0.045583389
 [5,] -0.007194464  0.081732176  0.2312650934  0.02054002  0.002226000
 [6,]  0.165632873 -0.257938979 -0.1640631981  0.12225030 -0.119787394
 [7,]  0.169956753  0.241636412 -0.0281913788  0.01662625  0.085430869
 [8,] -0.110424729 -0.279336900  0.0244220863  0.01697440  0.096048110
 [9,]  0.233122536 -0.011512102  0.1141350210  0.14679207 -0.116026756
[10,] -0.018643731  0.025952827  0.0174070998  0.18006010  0.168969841
[11,] -0.153478517  0.147418131 -0.0074766525  0.18960958  0.067091737
[12,]  0.177426854  0.019752270  0.0707166413  0.14434332  0.007071241
[13,] -0.109338802 -0.071809325 -0.0427221330 -0.11374657  0.010384515
[14,] -0.089329716  0.105184309 -0.0546229297 -0.05514148  0.038295623
[15,] -0.016634996  0.028925441 -0.1520715149  0.02282272  0.047764828
[16,]  0.106590376  0.016882037  0.1383854752 -0.04381900 -0.008768825
[17,]  0.003722524 -0.110660504 -0.0004221017 -0.01815512 -0.058246548
[18,] -0.053538065 -0.023700403  0.0419180520 -0.08873568  0.068846120
[19,]  0.095880311 -0.069951441  0.0437636799  0.03179309 -0.043178687
[20,]  0.101496111  0.009741071 -0.0323840137 -0.03051346  0.032565632
[21,] -0.023843292 -0.108049359 -0.0289508953 -0.05859133  0.028062827
           reps 31      reps 32      reps 33      reps 34      reps 35
 [1,] -0.218321522 -0.460881858  0.044165762  0.084173749  1.491238544
 [2,]  0.076215323  0.640390134  0.121275798 -0.202265654  0.057885058
 [3,]  0.141275189  0.066290772  0.511434817 -0.172560759  0.142098356
 [4,]  0.085230532 -0.093523381  0.090133974  0.171459785  0.169585842
 [5,]  0.108596190 -0.014400833 -0.319617707 -0.149082814  0.034497515
 [6,] -0.237933123 -0.282766931  0.075455231  0.217138520 -0.281073425
 [7,] -0.060239060 -0.322763341 -0.221701564 -0.043151986 -0.151101256
 [8,]  0.057197635  0.062568372 -0.009079436  0.008876062  0.111722135
 [9,]  0.053066576 -0.043652701 -0.005181321  0.091147934 -0.020133284
[10,]  0.024776565 -0.006343582  0.076388393  0.060865507  0.038157933
[11,]  0.008386098 -0.076437148  0.061885567 -0.157237300 -0.133088667
[12,] -0.054855178 -0.049500549  0.018062914 -0.025771873 -0.005005563
[13,] -0.086020210 -0.198083386 -0.045269115 -0.011408482 -0.142685548
[14,]  0.017498191  0.104906338 -0.031893868 -0.065518054  0.009637683
[15,]  0.052796622 -0.005036712 -0.075261982  0.036016024  0.075005947
[16,] -0.007853297 -0.040742836 -0.116024067 -0.032012613  0.042929825
[17,] -0.045137919 -0.078862685  0.046012051  0.009220750  0.121327947
[18,] -0.010725512 -0.008785186 -0.054550886 -0.038495833 -0.004267734
[19,]  0.026290516  0.012441560 -0.081374868 -0.009756604 -0.046481347
[20,] -0.024916754 -0.062161375 -0.087586465  0.062873104 -0.041759729
[21,] -0.040240108  0.001354859  0.039226514  0.012852121 -0.013568880
           reps 36      reps 37     reps 38     reps 39      reps 40
 [1,] -0.824642606  0.709136617  0.89975635 -1.45583688  1.093701048
 [2,]  0.336348936 -0.980554411  0.45225753  0.23292766 -1.187981887
 [3,] -0.250349045  0.005534048  0.05959482  0.21156134 -0.165614987
 [4,]  0.128259473  0.181400017 -0.68369247 -0.15341163  0.223835785
 [5,]  0.005109248  0.018072789  0.14065960  0.32080288 -0.191265673
 [6,]  0.085705918  0.008738197  0.33128727  0.22926333 -0.248767571
 [7,]  0.114080340 -0.265483442 -0.07356897  0.15659536 -0.115643553
 [8,]  0.024619561  0.321340284 -0.16240968  0.01764024  0.084796405
 [9,]  0.128319149  0.021674785  0.15660578 -0.10287484  0.067389251
[10,]  0.111060457 -0.005785199 -0.04135194  0.11239127  0.061324901
[11,] -0.038513299 -0.009323441  0.02899913  0.05661166 -0.045873603
[12,]  0.020559176 -0.063760396  0.08798003  0.13669059 -0.033133481
[13,]  0.008050489 -0.053722481 -0.15578308  0.01416206 -0.055707170
[14,]  0.067943478  0.012033323 -0.01951403  0.06943528 -0.064182798
[15,] -0.130250941  0.019056723  0.08973838 -0.06572085  0.009738058
[16,]  0.018790940 -0.013284705  0.08050317  0.02238264 -0.025501409
[17,]  0.122009228  0.095614213  0.13224363 -0.07888282  0.004631684
[18,] -0.036773123 -0.018954064 -0.01652248 -0.01029133 -0.050518161
[19,] -0.007187839  0.032744171  0.08304391 -0.02171633 -0.002031600
[20,]  0.161062517  0.011090246  0.02745259 -0.04388738 -0.076107431
[21,]  0.006201882  0.074761350  0.01337130 -0.05003625 -0.044300038
           reps 41      reps 42      reps 43      reps 44      reps 45
 [1,] -0.740682911  0.620897551  0.134002860 -0.435529693 -0.101640480
 [2,]  0.679718786 -0.043566959  0.462110267 -0.243678562  0.500162591
 [3,]  0.051953246  0.451584249  0.021052465 -0.522501573  0.328998420
 [4,]  0.351772263 -0.083345443  0.067470133 -0.514775520  0.324471532
 [5,]  0.044623905 -0.038985333  0.278296400 -0.150484937 -0.269345168
 [6,] -0.147906578  0.291471410  0.246284122 -0.009829129 -0.152697479
 [7,] -0.234800565  0.008847256 -0.102035906  0.136893765  0.049618888
 [8,]  0.173274031  0.097659561 -0.145028518  0.150881732  0.175290310
 [9,] -0.014473657 -0.042959712  0.155475726 -0.049994876  0.121424845
[10,]  0.115311718 -0.160944659  0.062426089 -0.004222577 -0.156163278
[11,] -0.083719676 -0.074340736 -0.047878388  0.014431157  0.036245835
[12,] -0.121854283 -0.064752449  0.008169625  0.014347750  0.066617095
[13,]  0.022277258  0.114371886 -0.076688591 -0.099824854  0.028317948
[14,]  0.166749318 -0.066779671 -0.069426654 -0.019979807  0.025534303
[15,]  0.093440877 -0.032091601 -0.003021599 -0.055159560  0.021264522
[16,] -0.040894443 -0.046526927 -0.041292951  0.178687182  0.035763579
[17,]  0.172800895 -0.073695369 -0.032294200  0.058086724  0.018482564
[18,]  0.018119524 -0.008846788  0.082770403  0.002058096  0.006408713
[19,]  0.013068930  0.014096693  0.040474191 -0.105356427  0.067906808
[20,]  0.041174653  0.111631365 -0.005029254 -0.041331505 -0.049373505
[21,] -0.007706916 -0.014336612  0.038310217  0.009876031 -0.124752853
            reps 46      reps 47      reps 48       reps 49     reps 50
 [1,] -0.2024776848  0.719946868  1.107763719 -0.5283972583 -0.23280762
 [2,] -0.1495981787 -0.459791864  0.516443150 -0.3615026909  0.10131629
 [3,]  0.4228549555  0.157180752  0.111382280 -0.2049157788 -0.24192328
 [4,] -0.1094490021 -0.180099320  0.081420386 -0.3492464331  0.16328777
 [5,] -0.1547467722  0.205067157  0.043627325  0.1606288411 -0.08709536
 [6,]  0.0952402651 -0.127020082 -0.028121037  0.0544431911 -0.09574775
 [7,] -0.1367157130 -0.104365090  0.040872127  0.2209468758 -0.03508683
 [8,]  0.2381647497 -0.090406679  0.276332805 -0.0080329177 -0.09649881
 [9,] -0.0945625209 -0.043511606  0.031694704  0.1470629847 -0.01500111
[10,] -0.0199235622  0.080737066  0.150159133 -0.1734251057 -0.13555213
[11,]  0.0642390887 -0.121201693  0.006170699  0.1181492406  0.02654355
[12,]  0.0348353071  0.026597606 -0.005277056  0.1229154483 -0.02685915
[13,] -0.0561787761 -0.000260094  0.011203236 -0.1325726349 -0.04467376
[14,]  0.0453162455  0.102864773  0.008712837  0.0847430786 -0.08416136
[15,] -0.0312963973 -0.033153601 -0.066006743 -0.0009887264  0.08760212
[16,]  0.0172441576  0.075379536  0.046246174  0.0576484068  0.02213118
[17,]  0.0433160533  0.043899193 -0.141829076 -0.0480435726 -0.04619078
[18,]  0.0005696575 -0.021057719 -0.051585518 -0.0634134506  0.00914484
[19,] -0.0597830114  0.071245922  0.047604015 -0.0462077862 -0.04265923
[20,]  0.0024522732  0.018793555  0.078142185  0.0262474668 -0.01201777
[21,]  0.0665953057 -0.002215122 -0.054586099 -0.0256420042 -0.11649011
           reps 51      reps 52      reps 53     reps 54     reps 55
 [1,]  0.532996651 -2.274347352  3.490604870 -0.20775403 -0.79839294
 [2,] -0.483074958 -0.051609033 -0.697546632  0.22681272 -0.08569030
 [3,]  0.308082585 -0.091810115  0.735875523 -0.16336554 -0.19611718
 [4,] -0.052925697  0.290080878  0.610056702 -0.81961170 -0.06923461
 [5,] -0.069804252  0.202911489 -0.620261257  0.59301601 -0.11540114
 [6,]  0.219170217  0.269509669 -0.054202677  0.04532098 -0.10834966
 [7,] -0.011143904  0.167251356 -0.116612492  0.15119858 -0.26928376
 [8,]  0.057060336 -0.017824459  0.011987249 -0.22659408  0.00712883
 [9,] -0.165833887  0.046061660 -0.217791934  0.01810336 -0.22253138
[10,]  0.014819693 -0.057425990  0.018916756 -0.21142650 -0.02301061
[11,] -0.038394989 -0.010977143 -0.122209260 -0.04002862  0.01304533
[12,] -0.001675054 -0.153729259 -0.022377780 -0.11542431 -0.11634209
[13,] -0.004201542  0.107141877 -0.002264784  0.04691952 -0.06659034
[14,] -0.192796560 -0.037706021 -0.044734366  0.14538115 -0.08664681
[15,]  0.081718847 -0.002578073  0.099867324 -0.02018668  0.02579040
[16,]  0.125309010  0.048554678 -0.100570943  0.03397394 -0.04927445
[17,]  0.007428623  0.012376316  0.048469841  0.04022512  0.05939806
[18,] -0.072696020  0.109373943 -0.070546033  0.03619507  0.02439690
[19,]  0.008699027  0.011271982  0.011667640 -0.05282081 -0.04467252
[20,]  0.004482212  0.028100264 -0.003979813  0.09660911 -0.02443568
[21,]  0.011046894 -0.049698089 -0.029727748 -0.01068090  0.01510297
           reps 56      reps 57      reps 58      reps 59      reps 60
 [1,] -0.114867895 -0.751857176 -0.754312056  1.961343261 -2.059998591
 [2,]  0.019893934  0.278826599 -0.392517936  0.660658372  0.147566625
 [3,] -0.330544149 -0.103754030 -0.194431901  0.118637288 -0.181748747
 [4,] -0.116810814 -0.085148907 -0.059901604  0.416275149 -0.950761885
 [5,] -0.277106986  0.034129351 -0.186684845  0.263551907  0.199236097
 [6,]  0.257876002  0.055128713 -0.158907411 -0.008161082  0.407985978
 [7,] -0.321001578  0.028846041 -0.419005782  0.095004643  0.242194929
 [8,]  0.075184106 -0.098282955  0.102478013  0.183376017  0.097078133
 [9,] -0.073958841 -0.079470434  0.130846883 -0.005659889  0.123604177
[10,] -0.006628481  0.171134680 -0.131804665  0.003482237 -0.059781793
[11,]  0.002774711 -0.002349678 -0.094813477 -0.005622695 -0.059332795
[12,]  0.044963891  0.104510071 -0.101242461  0.037850523 -0.045163120
[13,]  0.016279783  0.013180245  0.032096819 -0.140843044 -0.027741336
[14,] -0.062341586 -0.039147132 -0.015383178  0.092230500 -0.017847791
[15,]  0.011589071 -0.049185142 -0.003175985  0.093279458 -0.023740137
[16,] -0.038241510 -0.002644895  0.019555247  0.048430356 -0.029996602
[17,]  0.060175130 -0.031635748 -0.031266556  0.050547179  0.002531027
[18,]  0.069528162  0.028262983  0.009537332 -0.010071146 -0.038878475
[19,]  0.042021945 -0.054763715  0.031824273  0.072382171  0.012582439
[20,]  0.005435953 -0.090241325 -0.035411912  0.038140902 -0.015890944
[21,]  0.058187531 -0.013513461 -0.034109741  0.018133591  0.006381537
           reps 61     reps 62      reps 63     reps 64     reps 65
 [1,] -0.150418615 -0.12700011 -0.480658079 -0.03140687  0.53048077
 [2,] -0.392578029 -0.58394523  1.071605384 -0.51973204  0.76263808
 [3,]  0.595317966  0.46254544 -0.316442073  0.20166029 -0.37079566
 [4,]  0.478151321  0.42649731  0.193466092  0.12714474 -0.49701183
 [5,] -0.130020072  0.11827465 -0.052889974  0.03173535  0.16067120
 [6,] -0.118445122  0.14678947  0.037209393  0.06792894 -0.04962780
 [7,] -0.334102725  0.16943689 -0.131184906  0.07742877  0.26573249
 [8,]  0.240059959  0.02717209 -0.265547268 -0.28272523  0.11079799
 [9,] -0.045214513  0.16849197 -0.120984622 -0.15839785 -0.01913675
[10,] -0.066911983  0.05230970 -0.069641684  0.24508260  0.06904960
[11,]  0.077814360 -0.13492250 -0.163641673  0.18719785 -0.12894981
[12,]  0.005683077 -0.06967041 -0.084880427 -0.07967249 -0.08121857
[13,]  0.122253489  0.11138224 -0.050249320  0.10472083 -0.03455915
[14,]  0.071683895 -0.08908608 -0.043580867  0.01942587  0.03327267
[15,] -0.026363928 -0.05623781  0.006170727 -0.07714813  0.13312324
[16,] -0.039638885 -0.03563528  0.025013479  0.06423544  0.01924195
[17,] -0.070098249  0.04830100  0.009994347 -0.03667867 -0.03877615
[18,] -0.069570827  0.07616033 -0.064036999 -0.05433521  0.05247821
[19,]  0.074835392  0.03938855  0.069296816  0.02875863  0.03888050
[20,]  0.012457558 -0.04132827 -0.021672612  0.02635955  0.04289846
[21,]  0.025542022 -0.02746992 -0.028599674 -0.05189992 -0.07085180
           reps 66      reps 67      reps 68      reps 69      reps 70
 [1,] -1.010595441  1.229938264 -1.372663631  0.193519898  1.092207877
 [2,]  0.187777775  0.546963866  0.152977063 -1.159792484  0.218844384
 [3,] -0.404179652 -0.171581042  0.294237594 -0.195111870 -0.257781011
 [4,] -0.221437450  0.352304975 -0.146411480  0.133462304  0.022550039
 [5,]  0.073231553 -0.250168976  0.151267161 -0.048883156  0.141278290
 [6,] -0.089002960 -0.012283660 -0.062556600 -0.253189775 -0.035137049
 [7,] -0.062589802 -0.055797579  0.047262822 -0.069882952 -0.044820496
 [8,]  0.044004698 -0.171875681 -0.003105155 -0.072453892  0.071503640
 [9,] -0.125848655 -0.124691129 -0.109413151 -0.062155308  0.063661906
[10,] -0.078323988  0.022152100 -0.035294840  0.060669266 -0.014675597
[11,] -0.007531553  0.182634712  0.253521677 -0.135537963 -0.049690755
[12,]  0.031833340  0.058569161  0.054024244  0.083622392 -0.038146314
[13,] -0.140308592  0.058366694 -0.013164525  0.141264381  0.096127068
[14,]  0.099627251 -0.003745462  0.161490007  0.091306387  0.080829456
[15,] -0.060580433  0.082901405  0.020035743  0.113446848 -0.023575361
[16,]  0.135368066  0.106971049 -0.042551531  0.014233763 -0.008448456
[17,] -0.019014618  0.080250904  0.019681028 -0.078354321 -0.011973967
[18,]  0.009183182 -0.040214089 -0.048941811  0.002157914 -0.001235864
[19,] -0.083319017  0.104662698  0.007357500 -0.035819872  0.015237450
[20,]  0.023784136 -0.014330279  0.106859152  0.025532227  0.046808992
[21,] -0.081644733 -0.004999769 -0.148243334  0.032876839 -0.076560210
           reps 71     reps 72      reps 73      reps 74       reps 75
 [1,] -1.933250701  1.00683783 -1.623007291  0.482327549  0.1051469624
 [2,]  0.589385275  0.10316486 -0.013147716 -0.958645296  0.3649173879
 [3,] -0.567639160  0.13609126  0.130904447  0.573863782 -0.4698548095
 [4,] -0.292920051  0.39501795 -0.474150080  0.381736283 -0.3451084939
 [5,]  0.154381281  0.14962474 -0.226176727 -0.309736784  0.2253529829
 [6,] -0.171141530 -0.20589783  0.328031244 -0.186822342  0.0151983380
 [7,]  0.063100208 -0.14265521 -0.093845981  0.124362072 -0.0378390542
 [8,]  0.029057999  0.02658457 -0.155547296  0.149874752  0.0672584550
 [9,]  0.017889327 -0.09237665 -0.087346838 -0.082864704 -0.1700083195
[10,] -0.153922270  0.22526203  0.105043201  0.074631217 -0.0954411113
[11,]  0.005450560 -0.06879661  0.094960873 -0.031602047 -0.0178312113
[12,] -0.042730394  0.02795276 -0.022173825  0.145530921  0.1637553587
[13,]  0.040727059 -0.06504136  0.048533960  0.078785233  0.1786636106
[14,]  0.081066911 -0.14074313  0.039107361 -0.170034479  0.0446528025
[15,]  0.071765166 -0.03969063 -0.023849112 -0.026600383 -0.1049189556
[16,] -0.038891928 -0.05812718 -0.011000232 -0.042990326 -0.0945529291
[17,] -0.025081756 -0.01706045 -0.011219281 -0.003904663  0.0433423053
[18,]  0.094187898 -0.07410133 -0.120209463  0.042773806 -0.0184783723
[19,] -0.001263898  0.06738647  0.010705450  0.091018717  0.0009012238
[20,]  0.020666228 -0.06151348 -0.059408170 -0.029932871  0.0580307203
[21,] -0.044182449  0.03484087  0.003795488  0.047634138  0.0941955141
           reps 76      reps 77      reps 78     reps 79     reps 80
 [1,]  0.153333085  0.017037503 -0.712288350 -1.71970546 -0.55186880
 [2,]  0.371940595  0.086699446  0.777872755 -0.03420671  0.03202385
 [3,] -0.745847491  0.279826377 -0.207807546 -0.39477850  0.45225157
 [4,]  0.066724252 -0.268817057 -0.076898440 -0.28647082  0.35716078
 [5,] -0.178434279  0.111140692 -0.201685519 -0.10406219 -0.17784293
 [6,] -0.139786604  0.177048521 -0.134034002  0.21523111 -0.38900055
 [7,]  0.041087236  0.074848113 -0.440794277 -0.13419850 -0.20972928
 [8,]  0.001687417  0.168960896  0.021164477 -0.13849331 -0.15586507
 [9,] -0.119514959 -0.090149430 -0.072935087  0.09693432 -0.21866262
[10,]  0.108699586  0.203798523 -0.186056910  0.01831231  0.07590542
[11,]  0.029826431  0.038997505  0.172771022  0.04756446  0.01121629
[12,]  0.046517963  0.037834655  0.041205843 -0.01436685 -0.15710422
[13,]  0.003394340  0.129831116  0.090107604 -0.17131721 -0.13898750
[14,]  0.017002340 -0.066496974 -0.062609090  0.04375896 -0.02227653
[15,] -0.030596174  0.121184622 -0.019266512  0.05493243 -0.04925847
[16,]  0.140460087  0.103649064 -0.069770458 -0.04945090  0.01403743
[17,]  0.050101713  0.075435605  0.007433929 -0.01439999 -0.07160508
[18,]  0.096677187  0.003027097 -0.064387429  0.07160439 -0.01503772
[19,]  0.041550053 -0.100802626 -0.003559139  0.03380348 -0.10080305
[20,] -0.077188208 -0.055418344 -0.058255468 -0.04075975  0.03371740
[21,]  0.035474120 -0.020351418  0.038157363 -0.11764955 -0.06685024
           reps 81      reps 82      reps 83      reps 84       reps 85
 [1,]  0.379245442  0.425100315 -0.097460260 -1.000382236  1.6037807607
 [2,] -0.144153297  0.440687042 -0.170971213  0.075386472  0.2152239277
 [3,]  0.055035952 -0.077839836 -0.167352432  0.503249280  0.2610956380
 [4,] -0.324776990 -0.160994587 -0.259695362  0.224164822  0.0558869852
 [5,] -0.283447946  0.242093109  0.149544842  0.350812410 -0.1495967803
 [6,] -0.124893200  0.167938640  0.060084438  0.156276660  0.0551480512
 [7,]  0.097781276  0.123731262 -0.126009193 -0.039569226 -0.1710561626
 [8,]  0.008311026  0.168444140  0.056662958 -0.195121953  0.1138765148
 [9,]  0.153090262 -0.145023204 -0.030057847  0.146362429 -0.2035224094
[10,]  0.117437281 -0.059893010  0.136829746  0.008919972  0.0922379295
[11,]  0.024949319  0.070288344  0.205370633 -0.109075733 -0.0724403030
[12,]  0.075469350  0.195597442 -0.083262800 -0.200837723  0.0471530301
[13,]  0.074203041  0.049732693 -0.021910176 -0.013314730 -0.0561956070
[14,]  0.125422881  0.009714794  0.056248315 -0.030834071 -0.0004898292
[15,]  0.056686942 -0.032507184 -0.064555723 -0.123337296 -0.0228577675
[16,]  0.045421957  0.045624830  0.014562949  0.076022956  0.0499461166
[17,] -0.011621401  0.058825075 -0.006056488 -0.056954345  0.0255052903
[18,] -0.030756749  0.034229515  0.007033679 -0.033578467  0.0654078547
[19,]  0.061009705  0.045103579 -0.057977723  0.001841281  0.0399114743
[20,] -0.102016574  0.122610584 -0.010789767 -0.006333917  0.0079081395
[21,]  0.028012778  0.110273787 -0.053529739  0.128720161 -0.1188487330
           reps 86     reps 87      reps 88      reps 89      reps 90
 [1,] -2.906269664  2.01550054 -1.082659619  1.436032875 -2.040502347
 [2,]  0.276173488 -0.72700608  0.089547199  0.516142721 -0.472181931
 [3,] -0.116359553 -0.09685049  0.122348472  0.120191316 -0.007195697
 [4,] -0.172513157  0.80730402 -0.646974325  0.429555321 -0.172974932
 [5,]  0.508144771 -0.33952462 -0.040868434 -0.185043397 -0.073103287
 [6,]  0.096378860 -0.10649883  0.164529884  0.032099215  0.133228258
 [7,] -0.046393871  0.06663487  0.084117855  0.105753674  0.055118828
 [8,] -0.079429288  0.15569408 -0.113851789  0.164519300  0.009681576
 [9,]  0.011528761 -0.14784728  0.047377899 -0.042219966  0.085669654
[10,]  0.044780545 -0.04324137 -0.002552518  0.150478527  0.193968059
[11,]  0.135039901 -0.06902456 -0.012814222 -0.112769525 -0.078869833
[12,]  0.076851260  0.15950906  0.092622058 -0.036854148 -0.032686089
[13,]  0.012868088 -0.04735051 -0.080201900  0.047759372  0.016014584
[14,]  0.003504566 -0.17100809  0.071990104 -0.047487059  0.124672197
[15,] -0.055051097  0.05419108  0.020142723  0.004527724 -0.055437116
[16,]  0.052850365 -0.03746009  0.036596510 -0.119101277 -0.049020636
[17,]  0.022201723 -0.02329997 -0.005625634  0.014723523 -0.061342858
[18,] -0.062406139  0.02052217  0.067653456 -0.071472083  0.036767813
[19,] -0.045548654  0.05399619 -0.013387972  0.003698901  0.002271984
[20,]  0.031438724 -0.09255167  0.029916067 -0.052322257  0.022347133
[21,] -0.008268604  0.02882178 -0.112721606  0.053623093  0.072975488
           reps 91      reps 92      reps 93       reps 94      reps 95
 [1,] -0.054848374 -0.972281218  0.471796104 -1.3398516215  1.481245323
 [2,] -0.073897266  0.249042205 -0.424213755  0.7026342471 -0.308283716
 [3,] -0.577223377  0.345790510 -0.260651882 -0.2138138940 -0.191254975
 [4,]  0.586501829  0.345907717 -0.244687853  0.2409266057  0.063996117
 [5,] -0.224718806 -0.204879950  0.052900850  0.1006341015 -0.469593047
 [6,] -0.156600984  0.046282906  0.010451187  0.2157138185 -0.339167473
 [7,] -0.120288327 -0.086328274  0.052886442 -0.0980621837 -0.006432655
 [8,] -0.105915256 -0.180933608  0.120317143 -0.0630932493 -0.051224622
 [9,] -0.349324183  0.069013823 -0.142656087 -0.0063465856 -0.101465492
[10,]  0.022604947 -0.082115139 -0.055617464 -0.0320553669  0.195949494
[11,] -0.089059012 -0.090266202  0.017782468 -0.0536677904  0.009518577
[12,] -0.170907277 -0.052205203 -0.037753487  0.1696454251  0.049796882
[13,] -0.139771163  0.048665994  0.033115034 -0.0341404692 -0.136169868
[14,]  0.004938899  0.091961963 -0.049343719 -0.0552287833 -0.020534929
[15,] -0.021594542 -0.049366736 -0.045995306 -0.0726280020  0.016352123
[16,]  0.038444981 -0.035703360 -0.121106889 -0.1236748064  0.029949751
[17,] -0.093772800  0.061915197 -0.008379794  0.0022802259  0.035091647
[18,] -0.029460747  0.019849745 -0.081918121 -0.0395066830 -0.010967713
[19,]  0.103915327  0.038521593  0.066789457 -0.0004978159  0.011437086
[20,] -0.096870240 -0.017863155 -0.067882690 -0.1252149098  0.041098516
[21,]  0.083244071 -0.004518001  0.030250951  0.0121397149  0.127520825
           reps 96     reps 97      reps 98     reps 99      reps 100
 [1,] -0.171978972  0.10231809 -1.262582193  1.22388660 -0.9001518175
 [2,]  0.374442976  1.36751308 -0.075660304 -0.13507393  0.8460566095
 [3,] -0.461728811  0.31171928  0.363745252 -0.16566485  0.0547053532
 [4,] -0.314550320 -0.05944305  0.305699242  0.52090017 -0.2206182734
 [5,]  0.221283938 -0.08421255  0.145411405 -0.34334719  0.0929574750
 [6,]  0.049493213 -0.06396762  0.001774512 -0.22581330 -0.1839906318
 [7,] -0.020819290  0.18309921 -0.048679360 -0.10211880  0.3102366435
 [8,] -0.172552821  0.00729964  0.103858286 -0.02641979  0.0864522246
 [9,] -0.092121992 -0.06055076 -0.127387610 -0.08094577  0.0328429164
[10,]  0.022616454 -0.09472122  0.040425210 -0.03723397 -0.1490391791
[11,] -0.056559487  0.10698745 -0.103388319 -0.06867437  0.0248199143
[12,]  0.087161291  0.04050949  0.037548861 -0.09730385  0.0821434130
[13,]  0.075531138  0.04069806 -0.081118545  0.04878623  0.0003932511
[14,]  0.039954573 -0.08769753  0.020291396  0.06889032  0.1015086991
[15,]  0.174567242 -0.00397107  0.113731841 -0.10777658 -0.0739997593
[16,] -0.030764402  0.01413303 -0.112397408  0.01163275 -0.1146346491
[17,]  0.084892200  0.14261626 -0.115549020  0.10014124  0.1337644823
[18,]  0.003314986 -0.06476504 -0.020215398  0.03357956 -0.0107426313
[19,] -0.137546653 -0.06510017  0.013430267  0.08815961 -0.0042300238
[20,]  0.008984637 -0.08950389 -0.022435143 -0.08692709  0.0170170501
[21,] -0.008987834  0.05412044 -0.032044380 -0.04285626  0.0413338391

$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,]  1.067520e+00 -7.683794e-01 -4.489352e-01  1.069339e+00 -5.768369e-01
 [2,] -1.809018e-01 -4.362140e-03 -3.519052e-01  1.203958e-01 -1.097893e-01
 [3,]  2.550807e-02 -5.467003e-02  7.394026e-02  2.111863e-01  9.187397e-02
 [4,]  9.362083e-02  1.692806e-01 -4.006319e-02 -1.271659e-02  1.048342e-01
 [5,] -1.400779e-02 -3.942170e-02 -3.036878e-03  2.604484e-03 -2.185923e-02
 [6,]  1.959584e-02 -6.735132e-03  1.981067e-02  2.102754e-02  1.584330e-02
 [7,]  1.360921e-03  4.041916e-03  2.325464e-03  1.771504e-02 -6.026378e-03
 [8,] -2.502619e-03  1.185147e-03 -2.184304e-03 -5.830351e-03  5.274091e-03
 [9,]  3.722381e-03  3.385288e-03 -1.476797e-04  1.733436e-03  7.314742e-04
[10,]  1.889510e-03 -4.303348e-04  1.153464e-05 -2.256680e-03  8.547623e-04
[11,]  6.194495e-04  5.168834e-04 -7.680078e-04 -3.608400e-04  5.847181e-04
[12,] -8.224852e-05  5.930584e-05  1.636459e-04 -9.611271e-05 -1.725251e-04
[13,]  5.508632e-05 -5.112610e-05  1.616893e-05  6.662971e-05 -3.430188e-05
[14,] -2.388580e-05  2.073643e-05  7.689232e-05  9.379183e-07  4.536416e-05
[15,]  4.269029e-05 -9.666147e-06 -4.115259e-06  6.083404e-05 -1.994450e-05
[16,] -1.512456e-05 -3.965271e-05  9.961580e-06  1.182545e-06 -3.644152e-05
[17,] -3.908210e-06  6.986756e-06  1.818726e-06 -3.458398e-06  1.786006e-07
[18,]  5.795235e-06  7.335609e-07 -1.787676e-06  4.344640e-07 -3.894871e-06
[19,] -1.742302e-06  2.209731e-06 -1.117654e-06 -2.049095e-06  2.510696e-06
[20,]  1.568271e-06 -2.402638e-06  1.087119e-08 -6.585765e-07 -4.805170e-07
[21,] -1.104916e-07 -3.971953e-07 -1.055866e-07  4.954725e-07 -4.987832e-08
             reps 6        reps 7        reps 8        reps 9       reps 10
 [1,]  7.822027e-02 -1.182877e-01  1.352029e-01 -8.682459e-01 -6.399973e-01
 [2,]  1.743729e-01 -2.196844e-01 -4.511427e-01  1.512831e-01 -2.124551e-01
 [3,] -3.318928e-02 -1.254040e-02  2.446984e-01  6.653135e-02  2.692770e-01
 [4,]  3.095637e-02 -1.279916e-01  8.431397e-02  5.717416e-02  2.424600e-03
 [5,]  5.901546e-02 -2.834176e-02  3.635246e-02  3.834323e-02  6.680314e-03
 [6,]  1.789757e-02  2.352126e-02  3.141107e-03 -2.765479e-03 -7.489429e-03
 [7,] -1.107991e-03 -2.752888e-03 -2.620448e-02  3.936568e-03  5.149462e-04
 [8,]  4.258499e-04 -2.664392e-03  4.046387e-03 -4.978099e-04  1.423075e-04
 [9,] -6.710240e-04 -2.108508e-03 -1.026912e-03  2.010514e-03 -2.773312e-03
[10,]  1.073439e-03  2.554115e-03 -8.205915e-05  1.797598e-03  9.488751e-04
[11,] -2.157711e-04  1.153879e-04  1.793022e-04 -6.950043e-04 -3.091542e-04
[12,] -3.556397e-04  5.090056e-05  1.423548e-04 -4.925752e-04 -4.113830e-04
[13,] -2.575304e-04  1.934687e-04 -7.168950e-05 -2.163293e-04 -1.580421e-04
[14,] -1.033404e-04 -1.529914e-05  2.489757e-05  5.220736e-05 -5.561886e-05
[15,]  2.027471e-05  3.601476e-05 -2.625498e-05  5.601896e-05 -1.537649e-05
[16,] -2.008168e-05  1.622411e-05  2.131375e-05 -9.328023e-06  1.097988e-05
[17,]  4.188183e-06  8.402356e-06  1.033834e-05 -4.433796e-06 -7.121695e-07
[18,] -9.397665e-07  1.436720e-07  9.641701e-07 -4.776884e-06  3.415419e-07
[19,] -5.774022e-08  1.565468e-06 -2.804723e-06  2.321258e-06 -2.503784e-06
[20,]  1.802961e-07 -7.260073e-07 -1.086353e-06 -4.238419e-07  8.358325e-07
[21,] -1.222581e-07  2.240219e-07  2.264323e-08 -1.596187e-07  6.446503e-08
            reps 11       reps 12       reps 13       reps 14       reps 15
 [1,]  1.125670e+00  2.993354e-01 -3.262051e-01 -9.052659e-02  5.927278e-01
 [2,]  2.089989e-01 -3.131141e-01  3.170136e-01 -2.083158e-01 -1.638968e-04
 [3,]  2.031628e-01  3.911276e-02  1.920674e-01  5.538713e-02  6.900331e-02
 [4,] -1.372166e-01  2.185390e-02  9.078411e-02 -8.138191e-02  1.313135e-01
 [5,]  8.093170e-02 -6.181773e-02 -3.299738e-02  4.096604e-02  5.662782e-02
 [6,] -2.316181e-02 -1.016857e-02 -4.548085e-03  1.319674e-02  2.865367e-02
 [7,]  8.274985e-03 -9.528711e-03 -1.096502e-02  5.964674e-03  1.980378e-02
 [8,] -2.002323e-03  4.018589e-03  1.023871e-02 -5.924298e-03 -3.654143e-03
 [9,]  2.320542e-04 -8.189843e-04  1.293140e-03  9.263983e-04 -2.149736e-03
[10,]  1.450535e-03  1.740729e-04 -1.220540e-03 -1.103930e-03 -1.281323e-03
[11,] -5.263481e-04 -2.993587e-04  8.428156e-05  5.421723e-04  9.876836e-04
[12,] -4.233416e-05 -4.269624e-04  6.663029e-05 -1.370476e-04 -2.442485e-04
[13,] -4.761105e-05 -4.727213e-05 -9.179986e-06  1.717729e-04 -7.087696e-05
[14,] -3.701092e-05  6.091725e-05  2.521097e-05 -3.407848e-05  5.109521e-05
[15,] -3.920251e-09  1.940204e-06 -5.666736e-05  1.862271e-05  2.652773e-05
[16,]  1.949497e-05 -1.489549e-05 -3.564554e-05  1.311112e-05  1.896151e-05
[17,] -1.183859e-05  9.342473e-06  2.042099e-05  2.385351e-06  5.290436e-07
[18,] -8.517168e-06  3.557467e-06  4.485797e-06 -2.493711e-07 -7.275994e-06
[19,] -1.351807e-06  1.553345e-07 -6.866842e-08  3.431119e-06  3.616399e-06
[20,]  1.145740e-06 -8.864631e-09 -1.255910e-06  5.300187e-07  5.677939e-07
[21,] -4.479495e-07 -1.035181e-06 -3.396395e-07  1.754549e-07 -6.925058e-07
            reps 16       reps 17       reps 18       reps 19       reps 20
 [1,] -1.478031e-02  1.009507e-01  3.179148e-01  1.298897e+00 -1.299082e+00
 [2,] -1.572338e-01 -7.745936e-02  2.228022e-01  4.205783e-01  8.290821e-01
 [3,]  7.448391e-02 -1.328360e-01  8.760671e-02  1.316026e-01  3.836651e-02
 [4,]  3.632713e-02  4.549494e-02  7.226660e-02  4.557519e-02 -9.307417e-02
 [5,] -9.173575e-03  4.044620e-02  4.198059e-02 -4.549412e-02 -6.398401e-02
 [6,]  2.504889e-03  1.205234e-02 -5.586978e-03  6.650795e-03 -1.695239e-02
 [7,] -4.430723e-03  1.158182e-04 -1.579438e-02 -2.832449e-03 -1.659966e-02
 [8,]  1.265789e-04  4.226113e-03 -8.784727e-04  4.023566e-03  8.234338e-03
 [9,]  4.879780e-04  2.398740e-03 -2.184410e-03  1.492089e-03  6.801241e-03
[10,] -6.596743e-05  1.029421e-03  4.587846e-04  1.192461e-04  4.364787e-04
[11,] -1.378285e-04 -3.083296e-04 -2.745779e-04  1.537182e-04 -1.110633e-03
[12,] -4.289677e-04  4.582071e-04 -2.267883e-05 -4.817067e-04 -1.405648e-04
[13,]  5.136467e-05  2.251751e-04  3.044250e-05  1.533613e-04  1.450333e-04
[14,]  1.067406e-06 -9.599272e-05  1.336723e-04  7.781559e-06  2.686538e-05
[15,]  1.024761e-05 -3.700161e-05 -1.211373e-05 -2.500125e-05  2.334537e-05
[16,]  3.200169e-06  7.674442e-06 -1.043794e-05  1.061580e-05 -2.523584e-05
[17,]  6.460939e-06  4.370196e-06  9.410002e-06 -3.654019e-06  1.900098e-05
[18,]  1.498128e-06 -4.799706e-06 -1.693323e-06 -5.740241e-06  1.649646e-06
[19,]  1.172976e-06  1.415700e-06 -2.669136e-07  3.319427e-06  2.745378e-06
[20,] -1.005850e-06 -7.863902e-07 -3.906889e-07 -1.711482e-06 -2.108373e-06
[21,]  7.587605e-07  1.242914e-07 -1.020344e-09  2.860248e-07 -3.594382e-07
            reps 21       reps 22       reps 23       reps 24       reps 25
 [1,] -1.172799e-01  8.737438e-02 -9.607533e-02  1.060034e+00 -4.895930e-01
 [2,]  6.649370e-02  1.921423e-01  1.063070e-01  8.003235e-03 -4.162295e-02
 [3,] -2.396690e-02  1.506612e-01 -3.364789e-02 -3.415583e-02  1.109347e-01
 [4,]  5.493074e-02 -6.410980e-02  9.140147e-02  6.746946e-02  8.128908e-03
 [5,]  1.733527e-02  1.060735e-02  3.098523e-02 -8.442451e-03 -5.235172e-02
 [6,]  2.394642e-02  1.533089e-03 -1.537538e-02  2.869312e-02  1.825934e-03
 [7,]  1.117896e-02  1.148228e-02 -1.100888e-02 -1.024901e-02  2.316127e-03
 [8,] -7.079116e-03 -5.988478e-03  9.541753e-03  1.423654e-03  1.081983e-02
 [9,] -2.043504e-03 -2.174946e-03 -1.675896e-03  1.131367e-03  8.698265e-04
[10,] -2.003465e-03  8.453291e-04 -5.341507e-04  1.550530e-03  8.188871e-04
[11,] -2.897354e-04 -1.640244e-05 -6.983724e-04 -5.888397e-05 -1.066422e-03
[12,]  9.337972e-05  2.966676e-04 -8.222703e-05 -3.307111e-04 -3.821847e-05
[13,]  2.401962e-05  1.074673e-04 -4.724947e-05  2.740954e-04  5.086424e-05
[14,]  7.337779e-05 -6.001056e-05  4.275685e-05  1.697047e-05  8.012704e-05
[15,]  1.305717e-06  8.211131e-05 -5.336774e-05  5.160259e-06 -1.177359e-05
[16,]  8.939016e-06  2.763282e-05  1.363796e-05 -1.953291e-05 -7.801474e-06
[17,] -1.069445e-05 -9.674475e-06 -7.083379e-06  1.697049e-06 -7.176193e-06
[18,] -9.904431e-07  1.197099e-06 -2.168534e-06 -5.448903e-06  2.159275e-06
[19,] -2.095165e-06 -2.859401e-06  2.302167e-07 -1.949529e-06 -2.061168e-06
[20,]  6.444272e-07  1.318814e-06  9.968699e-07  3.079271e-07 -9.583979e-07
[21,] -6.566823e-08  3.594410e-07  2.921007e-07  2.866254e-07  5.248019e-07
            reps 26       reps 27       reps 28       reps 29       reps 30
 [1,] -1.195116e-01  4.549298e-01 -2.240568e-01  3.587608e-01  1.248496e-01
 [2,]  2.593593e-01 -1.783783e-01  2.805457e-01 -4.948963e-01 -2.171935e-01
 [3,]  2.015171e-01  1.865951e-01  1.012034e-01  1.850579e-02 -4.224025e-02
 [4,]  2.480612e-02 -3.096009e-02 -1.713092e-02 -1.409113e-01 -2.166947e-02
 [5,]  1.711843e-02 -1.469186e-02  2.631031e-02 -1.649696e-02 -4.279742e-02
 [6,] -1.720427e-02 -2.378257e-03  3.865563e-03  4.659364e-05 -8.285978e-03
 [7,]  5.570941e-06  6.105652e-03  5.682824e-03  8.967057e-03  1.059007e-02
 [8,] -4.970072e-03  4.771100e-03  2.009399e-03  6.034032e-03 -1.912767e-03
 [9,]  2.412855e-03  7.802595e-04  7.456038e-04  2.428979e-03 -1.103428e-03
[10,] -7.184216e-04  1.108395e-03  1.090735e-03 -3.716276e-04 -7.157232e-04
[11,]  6.079640e-05 -7.798267e-05 -4.988838e-04 -5.908447e-04 -1.483866e-04
[12,] -2.702427e-04 -1.027302e-04 -5.208458e-04  1.017448e-04  5.243496e-05
[13,]  3.591862e-06  9.653765e-05  1.227515e-04 -1.794603e-05  1.042993e-04
[14,] -7.082716e-06 -6.103225e-05 -8.833596e-05  2.917838e-05 -1.995981e-05
[15,] -3.137554e-05  4.165331e-05 -3.001294e-05 -4.332834e-05  3.655223e-06
[16,] -2.929643e-05  2.948502e-05 -1.209916e-05  5.048120e-06 -2.406161e-06
[17,]  1.551078e-06  1.654910e-07 -1.604219e-06 -1.250746e-05  4.882087e-06
[18,]  2.101781e-06 -4.102141e-06 -5.253116e-06 -1.891251e-06 -1.856317e-06
[19,] -1.347693e-06  3.578407e-06  3.570058e-06  2.487017e-06  3.841291e-08
[20,]  2.895678e-07  1.450983e-07 -1.588659e-06  1.050428e-06 -6.282345e-07
[21,]  3.810573e-07 -1.313931e-06 -6.127112e-07  1.722159e-07  9.433721e-07
            reps 31       reps 32       reps 33       reps 34       reps 35
 [1,]  2.250865e-01  3.064880e-01 -1.143973e+00 -4.011599e-02  3.827126e-01
 [2,]  2.650659e-02 -1.594844e-01 -7.284764e-01  1.224691e-01  1.026415e-01
 [3,]  4.286870e-02  2.395408e-01  1.249277e-01 -5.338741e-02  1.517529e-01
 [4,]  4.417316e-02 -3.205902e-02 -7.060636e-02 -5.890531e-03  1.872636e-02
 [5,]  1.206120e-02  8.718559e-03 -7.943752e-03  2.614258e-02  1.564300e-02
 [6,]  2.599899e-02 -5.174500e-03  1.048933e-02  4.066842e-02  2.655008e-02
 [7,]  8.726955e-03 -8.154308e-03 -6.404249e-03  8.732089e-03  5.118320e-03
 [8,] -2.457052e-03 -1.526167e-03 -2.043773e-03  5.161785e-03 -6.109178e-03
 [9,] -1.455602e-03 -1.574027e-04  1.729760e-03 -2.476571e-03  2.106307e-03
[10,] -1.722493e-03  8.611914e-05 -3.938624e-04 -8.554115e-04 -4.144519e-04
[11,] -4.918897e-04 -6.122758e-04  1.464286e-04 -7.145556e-05 -1.691792e-04
[12,] -4.043357e-05 -1.874884e-04  3.892191e-04  1.716684e-04  2.127660e-04
[13,] -1.084047e-04 -1.640908e-05 -5.816553e-05 -7.014248e-05 -4.176641e-05
[14,]  9.861682e-06 -5.938401e-05 -1.044788e-04 -1.143914e-04 -6.306552e-05
[15,] -2.897493e-05  1.196875e-05 -4.463873e-07  4.150284e-05  2.797946e-06
[16,] -5.396943e-06 -3.487787e-05 -3.149063e-06 -1.371072e-06  6.541452e-06
[17,]  5.618960e-06  2.485761e-07  1.246154e-05  8.236401e-06 -5.311630e-06
[18,] -1.785280e-06  3.601298e-07  2.147603e-07 -6.575577e-06 -1.774232e-06
[19,] -1.865242e-06  6.723456e-07  2.737379e-06 -1.647262e-06  1.403193e-06
[20,] -1.251413e-06  7.220101e-07  6.641504e-07 -9.385594e-07  1.429482e-06
[21,]  9.884859e-09  1.087808e-06 -1.250322e-06  3.086177e-07  4.125983e-07
            reps 36       reps 37       reps 38       reps 39       reps 40
 [1,] -1.680727e+00  9.061115e-01  8.718313e-01 -6.867100e-01 -1.216878e-01
 [2,] -2.646011e-01 -1.968211e-01  3.419669e-01  4.274737e-01  2.218525e-01
 [3,] -2.397244e-01  2.617694e-01 -6.955503e-02 -1.002890e-01  1.321675e-01
 [4,] -6.142999e-02 -1.036907e-01  1.695395e-02  5.985883e-02  2.224582e-02
 [5,]  1.260971e-02  9.592766e-02  7.187825e-02 -1.402197e-02  2.645934e-02
 [6,] -1.499041e-02  1.857802e-02  6.547475e-03  5.811803e-04 -2.630570e-02
 [7,]  2.733464e-03  7.525496e-03  9.665961e-03 -1.197600e-02  1.327143e-02
 [8,] -3.137189e-04 -3.623948e-03  1.866612e-03  9.208735e-03 -3.988598e-03
 [9,]  1.766698e-06 -1.596614e-03 -4.682504e-03  1.267251e-03  6.227171e-03
[10,] -8.696164e-04 -1.116725e-03  2.919282e-04  7.760478e-04  1.402381e-03
[11,] -3.072977e-04 -2.401157e-04  5.941584e-04  3.890515e-04  5.221726e-05
[12,] -2.099060e-04  6.378818e-05 -2.257464e-04  2.419190e-04 -8.558648e-05
[13,]  2.845353e-05  1.365480e-04 -7.914488e-05 -9.441871e-05  2.600817e-05
[14,] -1.377904e-05 -8.264492e-05  1.172541e-05  6.061857e-05 -2.424912e-05
[15,] -1.710274e-05  4.830163e-05 -1.062979e-05 -2.976396e-05  2.087975e-05
[16,] -1.546260e-05  7.923078e-06  4.106877e-06 -1.393810e-05  1.072712e-06
[17,] -2.697272e-06 -1.789941e-05 -1.146047e-05  5.373586e-06 -6.759085e-06
[18,]  1.841074e-06  1.306759e-06 -1.712212e-06 -6.264206e-07  3.580996e-06
[19,]  1.442087e-06 -3.601726e-06 -1.180365e-06  2.945795e-06  2.003865e-06
[20,] -1.346683e-06  2.529687e-06 -1.118102e-06 -3.006683e-06 -9.829525e-08
[21,]  3.056839e-07 -2.917688e-08 -2.183189e-07 -4.290960e-07 -5.853887e-08
            reps 41       reps 42       reps 43       reps 44       reps 45
 [1,] -1.817978e-01 -2.898560e-01 -8.306068e-01  5.634258e-01 -2.019352e-01
 [2,] -4.100735e-02  5.870261e-03 -6.577699e-02 -1.790012e-01 -1.806930e-01
 [3,] -1.391247e-01 -5.756232e-02  2.030089e-01  2.838193e-02  9.252375e-02
 [4,] -4.777824e-02  4.170167e-02 -5.893980e-02 -7.003258e-02 -3.993375e-02
 [5,]  2.322692e-02 -7.681747e-04 -2.678963e-02  8.043974e-02 -2.229624e-03
 [6,] -1.196615e-02 -1.208369e-02 -8.466214e-03  7.262883e-04 -1.130400e-03
 [7,] -2.837430e-05 -5.109960e-03 -1.661543e-03  1.012119e-02  3.570608e-03
 [8,] -1.424849e-03 -4.653091e-03 -4.714392e-03 -5.448413e-03  4.479667e-03
 [9,]  1.898731e-03 -3.426891e-03  4.294412e-04 -3.421476e-03  5.044898e-03
[10,] -1.545458e-04 -2.028937e-03  2.995282e-04  1.265975e-03  1.092186e-03
[11,] -6.577177e-04  4.106866e-04  5.775573e-04  4.527867e-05  5.516718e-04
[12,] -2.550644e-04 -3.341276e-04 -3.530329e-04 -6.392152e-05 -3.010602e-05
[13,]  8.301857e-05 -3.963080e-05  1.069978e-04 -1.184715e-04 -5.413494e-05
[14,] -1.033376e-04  1.158718e-04 -7.882325e-06 -5.512160e-05 -9.029894e-05
[15,]  1.527008e-05  1.372681e-05 -1.095168e-05  3.654867e-05 -2.089254e-05
[16,]  1.199850e-06  1.939807e-05  6.748644e-06  4.317250e-05  4.362441e-06
[17,] -4.239470e-06  1.794352e-07 -1.378040e-05 -5.731785e-06 -9.769283e-07
[18,]  6.642331e-06 -1.305276e-06 -7.721060e-06  3.409680e-07 -1.770713e-06
[19,] -9.972383e-07 -8.584377e-07  1.751513e-06  3.171245e-07  2.809211e-07
[20,]  1.186222e-06  1.099719e-06  1.622840e-06  1.472083e-06 -8.243538e-07
[21,]  8.651106e-07  1.878611e-07  1.988798e-07  4.101485e-07 -4.430106e-07
            reps 46       reps 47       reps 48       reps 49       reps 50
 [1,]  1.187563e-01  1.210838e-01 -3.358379e-01 -5.499048e-01  5.734410e-02
 [2,]  1.450249e-01  1.856725e-01  3.214949e-01  2.982279e-01 -3.716783e-02
 [3,] -1.701528e-01 -2.191461e-01 -5.402589e-02  1.002475e-01 -7.361053e-02
 [4,]  7.789923e-03 -1.047221e-02  3.723463e-02  2.904757e-02 -3.758328e-02
 [5,]  1.190946e-02 -3.620381e-02 -2.394083e-02  1.549897e-02  1.940325e-02
 [6,]  1.989518e-02  2.853466e-02  1.290069e-02 -4.531906e-02 -9.163396e-03
 [7,]  7.726043e-03  5.599102e-03 -1.325861e-02 -2.386353e-03 -4.559874e-03
 [8,]  1.709321e-03 -2.163367e-03 -5.150401e-03  3.177066e-03 -7.452894e-03
 [9,] -6.886760e-04 -1.303396e-03  4.337314e-04  6.961577e-04 -2.554387e-04
[10,] -2.308825e-06 -2.177605e-04 -4.290669e-04 -8.044139e-04 -1.067868e-03
[11,] -4.545221e-04  4.011425e-04  3.021429e-04  2.599006e-04 -5.671897e-04
[12,]  2.542172e-05  3.236295e-04  8.839986e-05 -3.551482e-04 -2.481192e-04
[13,] -5.771662e-07 -4.936057e-05 -1.086118e-04  2.240966e-04  2.129538e-04
[14,] -6.660709e-05  2.312557e-05  3.842303e-05  6.211775e-06 -9.798016e-05
[15,]  4.438147e-05  3.956582e-05 -3.539388e-06  2.125832e-05 -3.655642e-05
[16,] -2.805030e-05 -1.324800e-05  2.393281e-06 -1.166475e-05  9.889122e-06
[17,] -4.174749e-06 -3.407110e-06 -5.739717e-06  1.497480e-06 -5.412070e-06
[18,]  2.349476e-06 -4.121237e-06  7.558342e-06 -4.559459e-07 -2.850133e-06
[19,]  7.546700e-07  7.151501e-07  3.235525e-06  3.958806e-07 -4.304215e-06
[20,]  1.379829e-06 -8.002667e-07 -8.672073e-07  1.667702e-06  4.620883e-07
[21,]  9.180617e-07 -1.202985e-07  7.680838e-07  4.632615e-07 -5.373310e-07
            reps 51       reps 52       reps 53       reps 54       reps 55
 [1,] -5.483334e-02  1.861634e-01  1.130933e-02  9.941691e-03  3.016689e-01
 [2,]  1.089261e-03 -1.822368e-01  4.872900e-01 -1.286997e-01 -1.191756e-01
 [3,] -5.020781e-02 -7.494035e-02 -1.531250e-01 -8.552332e-02  6.006056e-03
 [4,] -1.530894e-02 -5.616370e-02  4.158934e-02 -8.238241e-03 -5.737737e-02
 [5,] -2.493812e-02 -1.839008e-02  5.887854e-02 -2.477718e-02 -2.151673e-02
 [6,] -4.356442e-03 -2.051548e-02  1.232200e-02 -4.275791e-02 -1.574405e-02
 [7,]  7.411894e-03 -9.114547e-03 -1.265564e-02 -1.216130e-02 -1.937934e-02
 [8,] -3.298474e-03  1.034330e-03  1.515316e-04  5.552906e-04 -1.823481e-03
 [9,]  1.479250e-03  1.492769e-03  7.566286e-04 -2.852143e-03 -1.343516e-03
[10,] -9.420033e-04  2.942268e-05  1.029649e-03  1.203204e-04 -9.045315e-04
[11,]  5.958303e-05 -6.891036e-04  4.125807e-04 -1.842019e-04  4.413440e-04
[12,] -5.251212e-04 -3.273769e-05  3.089779e-04  1.874019e-04 -3.070101e-05
[13,]  1.211384e-04  1.385345e-04 -1.290415e-04  1.277874e-04  2.113810e-04
[14,]  1.568060e-05 -1.667626e-06  2.954003e-05  2.249229e-05  1.133550e-04
[15,]  3.848968e-05 -1.483531e-07  2.423096e-06  1.994382e-05  2.572264e-05
[16,]  1.738678e-06  3.192471e-05 -7.578637e-06 -7.533953e-06  2.056070e-06
[17,] -6.252871e-06 -1.826975e-06  5.941579e-07 -1.601932e-05 -3.573176e-06
[18,] -4.842065e-07 -5.007951e-06 -5.546584e-06  4.754553e-06 -1.133085e-06
[19,] -3.086663e-06  2.009231e-07 -4.556874e-07 -3.650094e-07 -1.625332e-08
[20,]  9.528868e-07 -6.382044e-08 -2.229224e-06  1.417988e-06 -4.356590e-07
[21,]  1.109725e-06 -1.021334e-06  6.063047e-09 -3.130744e-07 -1.065889e-08
            reps 56       reps 57       reps 58       reps 59       reps 60
 [1,]  3.457953e-01  1.082143e-01 -4.097632e-01  6.450750e-01 -4.452356e-01
 [2,] -1.984066e-01 -1.079468e-01 -2.108796e-01 -3.253947e-01 -1.380824e-01
 [3,] -1.043573e-02  1.849892e-02  6.918273e-02  1.704057e-01 -1.878011e-02
 [4,]  8.237427e-02  6.355773e-02 -2.021617e-02 -1.365887e-01 -6.033092e-02
 [5,]  5.653681e-02 -5.667123e-02 -2.298521e-02 -1.226307e-02  1.593837e-02
 [6,] -2.809981e-02 -1.079669e-02  4.996707e-03  8.288764e-03  6.063905e-03
 [7,] -4.485122e-03  8.743346e-03  3.058363e-03  7.577906e-04  1.077492e-02
 [8,] -6.968083e-04 -7.313337e-04 -3.588833e-03 -1.412325e-03  1.253292e-03
 [9,] -1.668392e-03  3.277541e-04  2.690192e-04 -1.252174e-03 -2.527951e-03
[10,]  5.419190e-04  1.693918e-03  2.357878e-04  7.459088e-04  1.413337e-03
[11,]  3.189391e-04  7.307400e-05 -6.533968e-04  2.265846e-04  6.235234e-04
[12,] -2.515394e-04 -2.120823e-04  9.363477e-05  3.738383e-04  4.565269e-04
[13,]  1.765332e-05  1.596422e-04  1.197167e-05 -1.311812e-04  7.864855e-05
[14,]  1.752146e-05 -1.557364e-05 -5.119131e-05 -5.432910e-05  8.627235e-06
[15,] -4.582015e-05 -1.200354e-05 -2.326526e-05  2.918394e-05  1.061912e-05
[16,] -1.017915e-05  5.343175e-06 -6.721264e-06  2.941980e-05 -2.019476e-05
[17,]  6.115812e-06  1.136469e-06 -5.257727e-07  5.790479e-06  1.996995e-06
[18,]  3.972078e-06 -1.356739e-06  5.957117e-06 -2.247143e-06  2.359188e-06
[19,] -2.377551e-06 -1.628550e-06  1.566473e-07 -1.129368e-08 -1.273647e-06
[20,] -7.497816e-07 -1.099558e-06  4.657581e-07  4.714684e-07 -1.567973e-06
[21,]  1.557117e-07 -1.847097e-07  7.803191e-08 -1.518935e-07  2.989063e-07
            reps 61       reps 62       reps 63       reps 64       reps 65
 [1,] -3.176856e-01  4.554440e-01  2.254525e-01  7.752345e-01  2.938665e-01
 [2,] -4.714161e-01  6.786786e-02 -1.679324e-01 -3.485293e-01  6.628602e-03
 [3,]  2.370708e-01 -4.256523e-02 -2.438357e-01  1.526029e-01 -3.000776e-01
 [4,] -5.901348e-02 -4.271985e-02 -4.033537e-02 -1.580413e-01  9.607132e-02
 [5,]  4.641430e-02 -3.631733e-02  2.119366e-02 -1.431549e-02 -9.782050e-03
 [6,] -7.413606e-03  3.959447e-02  1.308261e-03  4.013933e-03  5.570716e-03
 [7,]  1.916397e-03  7.924954e-03 -2.133673e-02  3.696157e-03 -1.377731e-02
 [8,]  1.117237e-02 -2.557990e-03  6.011667e-05  9.057532e-03  9.192669e-03
 [9,]  5.421273e-04 -2.217612e-04  1.884752e-03 -2.151836e-03  4.445894e-04
[10,]  3.831749e-04 -8.198840e-04  1.667170e-03  1.340004e-03  2.716678e-03
[11,] -6.399299e-05  6.424178e-04 -9.055010e-04  5.194590e-04  1.631535e-04
[12,]  4.034097e-05 -2.979049e-04  7.320502e-06  4.784740e-04  1.951844e-05
[13,]  2.507880e-04  5.951836e-05  2.513195e-05 -2.046004e-05  1.251409e-04
[14,]  8.252769e-06 -3.591013e-05 -3.919542e-05  5.799610e-05  5.951980e-05
[15,] -3.014842e-05  1.970251e-07 -1.492023e-06 -1.821055e-05 -1.411172e-05
[16,]  6.566388e-06  1.491189e-05  6.284717e-07 -1.240558e-05 -1.818934e-05
[17,]  3.010316e-06 -9.032848e-06 -4.817851e-06  8.918098e-07  5.809635e-06
[18,]  3.294589e-06  1.895579e-06 -2.587672e-07 -1.426614e-06  2.544723e-07
[19,] -1.034992e-06 -1.001743e-06  3.672038e-07  2.780363e-07  2.598287e-06
[20,]  1.191162e-06  1.210726e-06 -1.675518e-06 -3.550676e-08 -8.358978e-07
[21,]  6.359651e-07 -4.009434e-07  3.770160e-07  1.499201e-07  3.400148e-07
            reps 66       reps 67       reps 68       reps 69       reps 70
 [1,] -4.126582e-01  2.110423e-01  2.363735e-01 -5.191657e-01 -2.338395e-01
 [2,]  2.355329e-01  8.281334e-02 -1.034021e-01 -9.749616e-02  1.260723e-01
 [3,] -4.733780e-03  1.577865e-02 -1.722055e-01 -1.160323e-01  3.759534e-01
 [4,] -2.674868e-02 -5.874964e-03  2.336544e-02  3.116357e-02 -5.023041e-02
 [5,] -9.544518e-03  4.999819e-03 -2.087059e-02 -1.069596e-01  8.652600e-03
 [6,]  4.527324e-03 -9.898504e-03 -2.783959e-02 -7.212529e-03 -1.336193e-02
 [7,] -1.455185e-02  2.195485e-03 -1.566313e-02 -3.107728e-03 -6.152450e-03
 [8,]  2.450055e-03  2.722237e-03 -2.761735e-03  6.792011e-03  7.257116e-03
 [9,]  2.393300e-03  1.798278e-03  1.255571e-04  2.464341e-03 -8.599301e-04
[10,]  1.602649e-03 -9.099050e-04  5.381088e-04 -6.012931e-06 -4.386450e-04
[11,] -1.279970e-03 -3.872165e-04 -4.227937e-04  3.493467e-04  2.825784e-04
[12,]  3.457603e-04  3.196142e-04  7.897665e-05  1.308518e-05 -2.730702e-04
[13,] -6.289059e-05  1.588439e-05  7.122303e-05 -2.183110e-04 -1.507440e-04
[14,] -5.021548e-06  2.016431e-05 -4.722097e-05  3.579891e-05  2.190277e-05
[15,]  1.564946e-05  5.320745e-06 -1.526574e-05 -1.457803e-05 -2.830856e-05
[16,] -2.003685e-05  8.774862e-06  1.678773e-05 -2.613632e-06  1.196485e-05
[17,]  1.071083e-05  6.761490e-06 -1.615171e-06 -5.599708e-06 -9.160535e-06
[18,] -7.953760e-07  5.388370e-06 -1.446174e-06  1.120472e-06 -2.586001e-06
[19,] -2.318160e-06 -1.500192e-06 -2.166546e-06  8.921552e-07  2.129204e-07
[20,] -9.761671e-07 -7.397211e-07 -8.188908e-07 -1.740870e-06  1.217037e-07
[21,]  2.440166e-07 -2.623069e-07  3.754421e-07  5.162170e-07 -6.171559e-08
            reps 71       reps 72       reps 73       reps 74       reps 75
 [1,]  4.663113e-01  1.624694e-01 -8.856678e-01 -6.838853e-01  7.997412e-01
 [2,] -1.443197e-01  1.832531e-01  3.828349e-01 -6.984732e-02 -8.730070e-02
 [3,]  1.610608e-01 -1.200222e-01 -1.447419e-01 -6.860932e-02  1.572927e-01
 [4,]  2.610896e-02 -5.948979e-04 -1.532308e-02 -6.327337e-02 -6.154460e-02
 [5,]  1.838039e-02 -5.344289e-02 -3.847032e-02  2.971975e-02  6.661611e-02
 [6,]  8.819903e-03  1.018786e-02  1.244141e-02 -1.306542e-03 -9.019389e-04
 [7,]  1.893681e-02 -7.388868e-03 -7.158081e-03  9.196211e-04  1.426535e-03
 [8,] -2.421585e-04  5.032710e-04 -2.762672e-03 -5.732943e-03 -6.733931e-03
 [9,]  1.222097e-03 -1.647779e-03  8.698290e-04 -1.441501e-03 -3.202073e-03
[10,]  2.657151e-04  1.628319e-03  4.730449e-04  9.146145e-04 -1.001540e-03
[11,] -9.328155e-04  1.117674e-04  2.403922e-04 -1.083437e-03 -7.712608e-04
[12,] -4.172322e-04 -2.108125e-04 -2.628277e-04  2.214299e-04  4.059486e-04
[13,] -1.080096e-04  1.441389e-04 -7.305779e-06  3.902470e-04  1.268084e-05
[14,] -6.172879e-05  1.080823e-04  6.666522e-05  4.212486e-05 -1.254844e-04
[15,]  7.898839e-06  2.559560e-05 -4.281831e-05  1.820824e-05  5.806654e-06
[16,]  1.717798e-05 -3.420306e-05 -6.741804e-06 -7.670217e-06  4.372664e-05
[17,] -1.195129e-05  4.329797e-06 -1.846493e-05  6.086550e-06 -6.815969e-06
[18,] -2.912156e-06 -2.879105e-06 -6.049912e-06 -9.131595e-06  2.398251e-06
[19,]  4.487557e-08 -1.680815e-07 -1.336469e-06  7.778576e-07  7.666450e-07
[20,]  7.359896e-07  5.664459e-07 -2.579268e-08  3.067885e-06  1.972609e-06
[21,] -6.725259e-07  5.155323e-07 -2.774719e-07 -1.452360e-07  4.350482e-08
            reps 76       reps 77       reps 78       reps 79       reps 80
 [1,]  3.313159e-01 -3.778834e-01  3.673301e-01  1.554599e-01 -1.005492e+00
 [2,] -1.640481e-02  4.688850e-02  4.641045e-01  2.045148e-01 -3.858059e-01
 [3,]  1.055635e-01 -2.692951e-02 -4.556661e-03  1.491517e-01 -1.148015e-01
 [4,] -1.788735e-02  5.691742e-02 -1.751913e-02 -1.147742e-01 -4.355871e-02
 [5,]  1.534282e-03  1.255574e-04  1.119012e-02  4.051936e-03 -9.442653e-03
 [6,] -3.481721e-02 -1.525732e-02 -9.961121e-03  7.176772e-03 -4.919057e-02
 [7,] -2.146900e-03 -8.857820e-04 -1.594069e-02 -1.797183e-02 -3.334459e-03
 [8,]  3.771751e-03  1.702017e-03  5.270176e-04  2.005750e-03  1.723723e-03
 [9,] -1.358714e-03 -4.595029e-04 -1.577012e-03 -2.950355e-03  7.018437e-04
[10,]  1.020480e-03 -2.345868e-04 -9.811780e-04 -5.051233e-04 -2.220323e-04
[11,]  1.507729e-04 -3.327228e-04 -4.861777e-04 -4.094650e-04 -2.805102e-04
[12,]  2.190814e-04 -2.879613e-05  2.444634e-04  2.412130e-04 -2.815085e-05
[13,]  1.406502e-04 -1.430607e-04 -2.330331e-04 -1.847712e-04 -4.471393e-06
[14,] -2.657326e-05  4.450014e-05 -2.979236e-05 -2.683834e-05  2.488838e-05
[15,]  2.525855e-05  7.037804e-05  2.388292e-05  5.977979e-05  2.153910e-05
[16,]  1.704587e-05 -1.825617e-05 -1.258537e-05  9.052207e-06  8.465407e-07
[17,]  1.448618e-05  1.698574e-05 -3.693006e-06  5.233790e-06 -4.936541e-06
[18,] -5.884558e-07 -6.209113e-06 -1.097383e-06  3.855549e-06 -1.466936e-06
[19,] -1.123535e-06  1.163890e-06  2.867254e-06  8.964414e-07 -4.708395e-07
[20,] -1.543104e-06 -1.163879e-06  7.734047e-07  2.144996e-07 -9.407589e-07
[21,] -1.292649e-07 -2.433328e-08 -1.620459e-07 -1.052369e-07 -1.981687e-07
            reps 81       reps 82       reps 83       reps 84       reps 85
 [1,]  6.078193e-01  6.483818e-01  4.124908e-01 -5.495781e-01  3.614869e-01
 [2,]  1.199186e-01  4.727490e-02  8.304938e-02 -2.633065e-01  4.981987e-02
 [3,] -9.458085e-02 -2.624060e-01 -3.323916e-03 -4.750350e-02  2.554129e-02
 [4,]  1.187864e-01  1.139069e-02  2.269110e-02  7.826996e-02 -3.997538e-02
 [5,] -1.800837e-02 -3.595763e-02  1.872478e-02 -6.071393e-02 -9.725877e-03
 [6,] -1.857297e-02 -4.329822e-03  4.409291e-03 -3.029032e-02  2.917241e-02
 [7,]  3.780257e-03 -1.862828e-03 -1.807232e-02  1.179626e-03  1.310942e-02
 [8,] -5.218304e-03 -5.167599e-03  5.918906e-03  7.112658e-03  3.209378e-03
 [9,] -2.390614e-04 -6.295524e-04  2.132552e-03  8.676298e-04 -2.774080e-03
[10,] -1.287542e-04  6.360926e-04 -6.299033e-04  7.920579e-04 -7.414423e-05
[11,]  7.215205e-04  2.834437e-04  9.496708e-05 -3.338603e-05  3.166733e-04
[12,] -5.676575e-04 -1.050722e-06  2.614977e-04  4.325924e-04  4.194716e-04
[13,]  1.009166e-04  1.953550e-04  1.318587e-04  3.187842e-05 -3.164727e-05
[14,]  1.136832e-06  3.883077e-05  5.757537e-06  3.306909e-05 -2.084609e-05
[15,]  9.833840e-06 -4.510087e-06  2.006810e-05  5.031305e-06  5.490005e-05
[16,]  3.149403e-05 -3.379066e-05 -5.211496e-06 -2.981966e-05  7.131092e-06
[17,] -2.204356e-06 -8.897948e-06  5.124396e-06  6.089279e-06  1.555434e-05
[18,] -2.417476e-06  3.608348e-06  1.123886e-05  8.427229e-06 -6.603802e-06
[19,]  8.841802e-07 -4.122558e-07  3.464534e-06 -8.500070e-07  1.542781e-06
[20,]  2.144112e-06 -2.681929e-07 -2.056642e-06 -1.532134e-06  2.390979e-06
[21,]  1.124581e-07  7.528502e-07 -5.111407e-08  4.184869e-07  8.112040e-07
            reps 86       reps 87       reps 88       reps 89       reps 90
 [1,] -3.846903e-01 -1.285221e+00  7.783448e-01  3.673369e-01  3.962490e-01
 [2,]  6.359487e-02 -4.983857e-02 -1.588469e-01  1.579545e-01 -2.130901e-01
 [3,]  1.490343e-01  6.615373e-02  5.653527e-02  1.855370e-01 -4.266378e-01
 [4,] -2.631469e-02 -5.207111e-02 -1.564751e-01  7.951661e-02  5.196919e-02
 [5,] -2.946104e-02  3.527764e-03  3.469888e-02 -7.479694e-03 -6.436218e-02
 [6,] -4.977893e-03  1.845809e-02  2.174912e-02 -3.871259e-03 -7.813965e-03
 [7,]  1.902826e-04  1.540118e-03  1.345711e-02  1.775472e-03 -8.562903e-03
 [8,]  5.115009e-05  1.798365e-03 -8.472431e-03  6.102664e-03 -5.948031e-04
 [9,]  2.751352e-03 -4.118153e-03 -1.236848e-03  1.777780e-03 -2.008992e-04
[10,]  2.970136e-05  7.096605e-04 -2.040600e-03  1.966059e-03 -5.215705e-04
[11,] -5.238592e-04 -1.784355e-04  2.259495e-05 -2.840940e-04 -2.084626e-04
[12,] -2.474024e-04 -3.985508e-04  7.662349e-05 -3.149710e-04 -1.387455e-04
[13,] -1.100385e-06 -1.077788e-04 -4.875829e-05 -1.319971e-04 -7.625863e-05
[14,] -1.851734e-05 -1.878953e-05 -6.538571e-05 -7.999736e-05  8.005674e-05
[15,] -9.886474e-06 -1.727848e-05 -4.858446e-07 -2.150505e-05  8.129764e-06
[16,]  1.478880e-05  3.623345e-06  3.816087e-05  1.468431e-05 -3.801504e-05
[17,]  2.269092e-06  1.589660e-06 -1.114565e-05  4.438738e-06  1.974071e-05
[18,] -4.961878e-07 -1.002665e-06 -3.645524e-06  6.609430e-07 -2.003510e-06
[19,]  1.114635e-06  6.039891e-07 -3.682821e-06  7.548630e-07 -1.540389e-06
[20,] -1.467335e-06 -1.606442e-07  1.118317e-06  2.577756e-07 -2.344140e-06
[21,] -3.340821e-07 -6.515334e-07  8.915562e-07  1.390462e-07 -5.587836e-08
            reps 91       reps 92       reps 93       reps 94       reps 95
 [1,] -8.164201e-02 -6.329960e-01 -1.043362e+00  7.778805e-01  3.103945e-01
 [2,] -3.342094e-01  4.157957e-02 -2.100866e-01  3.417496e-02 -6.362781e-02
 [3,]  5.347664e-02  4.345283e-02  7.387301e-02 -6.857128e-02 -1.141269e-01
 [4,]  1.393389e-02  6.874817e-02 -8.033415e-02 -1.892971e-01  4.282166e-02
 [5,] -1.548487e-02  8.311248e-04  4.189814e-02  4.736142e-02 -3.557569e-02
 [6,] -2.487087e-02  7.799204e-03 -1.238197e-02  4.297200e-03 -6.911767e-03
 [7,] -1.775881e-03 -2.007259e-03 -8.931157e-04  2.630281e-03 -3.490229e-03
 [8,] -3.362690e-05  2.544162e-03 -2.891777e-03 -7.509256e-03  4.913509e-04
 [9,]  1.348860e-03 -3.016479e-03 -6.036177e-03 -1.138740e-04  2.330220e-04
[10,]  1.260374e-03  4.658738e-04 -3.031007e-04 -1.067755e-04  1.610082e-03
[11,]  4.383088e-04  2.481098e-04  1.213765e-04  4.817819e-04  7.852806e-05
[12,]  2.708527e-04  3.578419e-04  1.896036e-04  1.380994e-04  2.370648e-04
[13,]  1.198883e-04  1.078979e-04 -2.787679e-05  3.739065e-05  2.656113e-05
[14,] -3.990053e-05  3.148425e-05 -2.043005e-05 -9.066076e-05 -1.535908e-05
[15,] -5.157538e-05 -4.802263e-06  2.368913e-06 -8.857585e-06 -1.938971e-05
[16,] -1.754087e-05  2.906444e-06 -6.204658e-06  2.618665e-05  2.441606e-05
[17,]  7.479128e-06 -9.280359e-07 -6.479252e-06 -6.058193e-06 -4.862212e-06
[18,] -8.606515e-06  3.096155e-06 -7.549396e-09  1.997192e-07 -7.342046e-06
[19,] -9.709847e-07 -2.491320e-06 -2.038893e-06 -7.903129e-07 -4.517542e-06
[20,] -8.525818e-07 -2.493774e-07  7.914138e-07  1.653241e-06  8.573546e-07
[21,] -1.791194e-07  6.699418e-07  8.050687e-09 -1.391165e-07  1.999397e-07
            reps 96       reps 97       reps 98       reps 99      reps 100
 [1,]  5.178018e-01 -4.070441e-01  5.969019e-01  1.824129e-01 -3.724670e-01
 [2,]  2.640559e-01 -1.712643e-01 -3.718997e-01 -1.457526e-01 -1.752148e-01
 [3,] -8.621658e-02  1.065929e-01  7.067739e-03 -1.811718e-01  6.752877e-03
 [4,]  8.299345e-02  3.604283e-02 -1.803648e-02  2.464572e-02  1.562543e-01
 [5,]  4.906693e-02 -1.346276e-02  1.783173e-02 -3.087536e-02 -4.029265e-02
 [6,]  3.611911e-03 -2.521767e-02  1.722907e-02  2.829679e-02  3.026003e-02
 [7,]  7.573783e-04 -4.084289e-03 -1.327804e-02 -4.233301e-03 -1.290453e-02
 [8,]  8.373995e-03  6.412302e-03  1.545466e-03  5.130656e-03  2.285116e-03
 [9,]  1.432600e-04 -1.245152e-04  7.695309e-04 -7.973765e-04  3.531679e-03
[10,]  5.715385e-04  1.879536e-04  1.275852e-03  6.248131e-04  1.849099e-03
[11,]  1.354817e-04  2.846053e-05  5.588087e-04 -2.103707e-04  2.072087e-04
[12,] -7.727375e-05 -9.863209e-05 -1.501469e-04  1.593712e-04  1.424961e-04
[13,] -3.264797e-04  3.530087e-04 -7.553520e-05 -2.622261e-04  1.721416e-05
[14,] -2.597537e-05  1.834066e-05  9.322386e-05  7.805368e-05  4.227422e-05
[15,]  7.812717e-06  4.100341e-06  1.169147e-05 -6.198013e-06  1.410589e-06
[16,]  6.956700e-06 -5.873382e-05  1.917010e-07 -2.419400e-05  2.757042e-06
[17,]  1.109326e-05  3.181889e-06  1.198726e-05  9.108190e-06  6.907338e-06
[18,]  3.490557e-06  4.386305e-06 -2.747799e-06 -2.619678e-06 -4.501998e-06
[19,] -2.995309e-06  8.163099e-07  1.753327e-06 -5.402915e-07  8.742453e-08
[20,] -9.996741e-07 -1.861219e-06  9.969016e-07 -6.164972e-07 -1.672137e-06
[21,] -4.082748e-07 -2.959736e-07  2.819686e-07 -8.733078e-07 -3.539490e-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,] -3.512310e-01  1.410466e-01  9.200195e-01  1.262573e+00  1.677692e-01
 [2,]  4.020247e-02 -2.019515e-01 -2.205993e-01  3.070975e-01  1.763057e-01
 [3,]  1.627138e-03  3.753748e-02  1.238114e-01 -3.364585e-01 -8.117345e-02
 [4,]  1.809272e-01 -5.576245e-03 -2.452754e-02  5.773309e-02  2.027601e-02
 [5,]  3.578725e-02 -5.398849e-02  8.655051e-02 -5.928678e-03 -1.734871e-02
 [6,]  1.012149e-02 -1.523400e-02  1.278530e-02 -4.859987e-03  2.292974e-03
 [7,] -1.324070e-02  4.982192e-03 -9.524570e-03 -1.511582e-02 -8.685175e-03
 [8,] -3.249856e-03  1.063226e-03 -1.421467e-03 -1.364366e-03 -5.196721e-03
 [9,] -8.994752e-04  1.722112e-05 -3.001303e-03  6.250436e-04  3.065301e-03
[10,] -4.561834e-04 -6.276244e-04  1.092311e-03  7.842483e-04 -2.727996e-05
[11,]  3.504759e-04 -2.483365e-04 -2.513078e-04  3.689718e-04 -2.320886e-04
[12,] -3.776212e-04  2.651174e-04  1.361787e-04  3.787777e-04  4.719861e-04
[13,]  7.341352e-05  8.585972e-05 -6.239942e-05  9.294319e-05 -2.302062e-04
[14,]  7.983023e-06  3.620244e-05 -4.916926e-05  6.007722e-05  8.637707e-05
[15,]  1.134609e-05 -1.485493e-05  1.672690e-05  5.650484e-05 -1.596483e-05
[16,] -6.855110e-08  8.119905e-06 -1.220595e-05  3.173016e-07 -1.252517e-05
[17,] -7.550866e-06  1.549298e-05 -1.024624e-05 -1.602013e-06 -1.581574e-05
[18,]  3.854321e-06  2.359510e-06  2.429956e-07 -4.408989e-06 -4.361336e-06
[19,] -5.238785e-07  2.295212e-06  3.384123e-06 -2.867295e-06 -2.386017e-06
[20,] -6.138183e-07 -2.121605e-06 -1.299778e-06 -1.037173e-07  6.417185e-07
[21,] -2.625198e-07  5.996028e-07  1.675282e-07 -3.730374e-08 -5.842474e-08
             reps 6        reps 7        reps 8        reps 9       reps 10
 [1,]  1.998977e-01 -3.445532e-01 -1.753657e-02 -1.630660e-02  4.344563e-01
 [2,]  3.922938e-01  4.611235e-01 -2.865006e-02  6.539168e-02 -1.781072e-01
 [3,] -1.418347e-01 -8.393682e-02  6.000661e-02 -4.097905e-02 -7.125419e-02
 [4,]  7.059641e-02  6.648262e-02 -8.675727e-02  5.020553e-03 -3.201977e-02
 [5,] -6.069237e-03  4.916096e-02  5.038010e-02  2.875055e-02  1.033199e-02
 [6,]  1.019856e-02  2.565051e-02 -6.829579e-03  2.295280e-02 -5.510980e-03
 [7,] -1.487954e-03 -1.458048e-02  1.417914e-02 -8.965459e-03  3.863520e-04
 [8,] -5.443849e-03  1.464385e-03  3.590066e-04 -1.035166e-03 -2.045322e-03
 [9,] -3.418089e-03  2.038702e-03 -9.785443e-04 -1.200742e-03 -3.111677e-03
[10,]  9.817222e-04 -1.215555e-03 -6.432610e-04  2.323965e-03  8.618697e-04
[11,] -1.608487e-04  7.487611e-04  4.762160e-05 -7.087471e-04 -1.607417e-04
[12,] -2.346257e-04  1.285450e-04 -2.288190e-04 -5.250191e-05 -1.402971e-04
[13,] -2.125170e-04 -9.875438e-05  9.762329e-05 -5.605861e-05 -1.527924e-04
[14,] -1.949934e-05  1.181478e-04  2.022588e-05 -4.316490e-05 -4.697466e-05
[15,]  2.107973e-05 -4.810926e-05  2.972732e-05 -4.058502e-05 -1.714338e-05
[16,]  1.678231e-05 -1.213649e-05  7.879480e-06 -1.901559e-06 -1.132429e-05
[17,]  5.682268e-06  2.230356e-06  7.324670e-06 -1.398242e-05  6.885706e-06
[18,]  5.722938e-07 -3.608704e-06  1.821022e-07  2.171894e-06 -4.337250e-06
[19,] -1.182193e-06  1.502174e-06  1.831146e-06 -8.525471e-07  2.368764e-07
[20,]  2.197988e-06  1.382438e-06  6.259719e-07 -6.470449e-07  1.221714e-07
[21,]  3.430401e-07  6.873801e-07 -6.554367e-07  5.207756e-07  5.401558e-08
            reps 11       reps 12       reps 13       reps 14       reps 15
 [1,]  3.952558e-02  8.004500e-02 -3.294120e-01  5.038808e-01  6.598457e-01
 [2,]  3.303092e-01 -3.763745e-01 -1.591549e-01 -1.449608e-01  9.897440e-02
 [3,] -1.250339e-01  1.047915e-01 -8.000410e-02  2.972912e-02 -5.961404e-02
 [4,] -3.288189e-02 -3.633831e-02  1.216776e-02 -1.990274e-02  7.112248e-02
 [5,]  6.929929e-03 -7.347651e-03 -1.399797e-02  3.209538e-02 -4.842749e-02
 [6,]  2.666410e-02  7.171535e-03  4.740227e-03  1.536361e-03 -8.682032e-03
 [7,] -1.799426e-02 -7.336353e-03 -1.689194e-03  9.192026e-03  8.559435e-04
 [8,]  2.604547e-03  4.186972e-03 -4.288242e-03  2.246155e-03  1.747677e-03
 [9,]  2.433958e-05  4.604231e-05 -1.781114e-03 -1.301059e-03 -1.587100e-03
[10,] -1.186533e-03 -1.661075e-04 -1.977663e-03 -4.006427e-04 -1.176809e-03
[11,] -4.985641e-04  8.045757e-04 -7.304147e-04  5.029593e-04 -3.020352e-04
[12,]  1.860844e-04  2.040438e-04  1.104903e-05 -2.061368e-04  2.989087e-04
[13,]  1.016926e-04  5.855299e-05 -3.274809e-05 -1.105601e-04 -2.884512e-04
[14,] -7.692818e-06  2.387716e-06 -7.977907e-05  2.405467e-05  5.917938e-05
[15,] -7.986614e-05  2.218983e-05  1.548078e-05 -5.808973e-06 -3.054898e-05
[16,]  5.865850e-06 -1.243405e-05 -1.678468e-05 -5.906645e-06 -1.591854e-05
[17,] -1.413863e-05 -9.917986e-06 -9.036906e-06  8.352198e-06  3.429111e-06
[18,] -4.433647e-06 -1.915095e-06 -1.186809e-06  6.886943e-06  1.719120e-07
[19,]  6.031416e-07 -1.267844e-06 -2.127269e-06  2.552125e-06 -3.038845e-06
[20,]  7.293857e-07  9.868945e-07  1.527637e-06 -4.242318e-07  5.052684e-07
[21,]  2.918787e-08 -1.027719e-07 -7.047958e-07 -6.408013e-07  2.614949e-07
            reps 16       reps 17       reps 18       reps 19       reps 20
 [1,] -2.833726e-01 -3.522086e-01 -3.104880e-01  4.481894e-01 -4.642578e-01
 [2,]  8.987890e-02 -1.239110e-01 -5.477472e-01  5.215861e-01 -6.615783e-01
 [3,]  1.157341e-01 -9.195473e-02 -6.321741e-02 -1.263928e-01 -1.428275e-02
 [4,]  2.285920e-02 -2.910849e-02  9.055323e-02 -5.729342e-02  5.161258e-02
 [5,]  3.153184e-02 -7.716240e-04 -1.698293e-02 -9.142409e-03  5.404603e-03
 [6,]  6.634051e-03 -7.975058e-03 -2.108122e-02  1.365635e-02 -1.985265e-02
 [7,] -6.017830e-03  1.609090e-03  5.810500e-03  1.478054e-03 -1.183180e-02
 [8,]  2.733493e-03 -5.368891e-03 -5.439372e-03 -4.950717e-03 -4.339327e-03
 [9,] -9.593700e-04  2.206849e-03  6.626380e-04 -1.488948e-03 -2.987902e-03
[10,] -1.930191e-04 -5.487585e-04 -7.097557e-04 -1.360764e-03 -1.759166e-04
[11,]  6.097751e-05 -1.145843e-04  4.995353e-04 -3.548591e-04  4.408641e-04
[12,]  3.991510e-04  1.926273e-04 -4.238964e-04 -1.766930e-04  1.247711e-05
[13,] -3.242421e-05 -9.126317e-06 -2.535341e-04 -1.326123e-04  1.934301e-04
[14,]  7.671151e-05  3.867016e-05  7.250818e-05  1.640706e-06  5.688224e-05
[15,] -4.475349e-05 -1.306138e-05  8.033717e-06 -3.933056e-05 -2.222199e-05
[16,] -2.099800e-05 -7.761758e-06 -3.281315e-06  1.476125e-06  1.190283e-05
[17,] -4.650028e-06  3.095145e-06 -5.033716e-06 -5.061624e-06 -5.422515e-06
[18,] -3.647768e-07  5.336314e-06 -2.730058e-06  2.140697e-06 -2.146810e-06
[19,] -5.873668e-07  1.673898e-06  1.690857e-06 -1.525088e-06 -2.029228e-06
[20,]  4.258339e-08 -7.935753e-07  7.838574e-07  7.752771e-07 -6.008656e-07
[21,]  1.043399e-06 -3.630273e-08 -2.923619e-07 -5.422750e-07  7.846745e-07
            reps 21       reps 22       reps 23       reps 24       reps 25
 [1,]  3.381087e-01  5.245843e-01  8.758651e-01  2.689145e-01 -4.872290e-01
 [2,] -3.256773e-01 -2.830261e-01 -2.522343e-01  3.817784e-01  5.046314e-01
 [3,] -1.028772e-01 -2.927931e-02 -1.052332e-01 -1.189269e-01  1.492295e-01
 [4,] -1.097017e-01  1.970129e-03 -2.726072e-02  2.700863e-02  1.048377e-01
 [5,]  3.224028e-02 -7.907970e-03 -2.712078e-02 -8.335058e-02 -2.985721e-02
 [6,]  1.152232e-02  1.265117e-02 -3.606680e-02  9.484742e-04  1.492727e-02
 [7,]  1.494008e-03  1.857992e-03 -5.119023e-03 -1.424189e-02  3.269824e-03
 [8,] -6.196613e-04 -4.098268e-03 -1.940107e-03 -3.976253e-03  2.994901e-05
 [9,] -3.053957e-03 -2.126922e-03 -2.780805e-04  2.591845e-03  3.333642e-04
[10,]  1.691106e-03 -9.807187e-04 -2.071811e-03 -3.686739e-04 -1.940109e-04
[11,] -1.138766e-03 -3.325831e-04  5.038004e-05 -2.886468e-04 -2.063445e-04
[12,]  1.994386e-04 -1.192876e-04  5.604041e-04  7.597210e-04  7.527525e-06
[13,]  3.326611e-05 -1.013189e-04  1.015382e-05  3.889190e-05  5.533631e-05
[14,]  3.438673e-05 -4.524742e-06  9.804490e-06  2.004742e-05  6.268149e-05
[15,]  9.101319e-06 -3.314020e-07  2.694681e-05 -4.056322e-05  3.683978e-05
[16,] -2.171790e-06 -1.738557e-05 -5.655514e-06  1.920407e-05 -2.525887e-05
[17,]  5.757995e-06  1.264417e-05 -4.514346e-06 -7.232624e-06  6.365817e-06
[18,] -4.150190e-07 -4.438608e-06  3.123046e-06 -5.300134e-06 -1.820163e-06
[19,]  1.801002e-06 -5.529255e-07 -9.097901e-07 -5.188769e-06 -1.942552e-06
[20,] -8.734869e-07  4.881811e-07 -1.318573e-06  3.332988e-07 -3.160594e-07
[21,] -6.135030e-07  1.523352e-07 -3.293520e-08 -1.030608e-07 -5.500496e-07
            reps 26       reps 27       reps 28       reps 29       reps 30
 [1,] -2.622438e-01  4.608239e-02 -4.901157e-01  5.249416e-01 -6.837797e-01
 [2,] -1.840528e-01  4.412524e-01 -1.655630e-01 -2.255225e-02 -3.128800e-01
 [3,]  4.450532e-02 -1.001981e-01  2.106057e-01 -2.211076e-02 -4.225630e-02
 [4,] -4.165896e-02  2.057452e-02  4.052626e-02 -6.677790e-02  6.120537e-02
 [5,]  9.734734e-04 -6.299058e-03 -7.506509e-03  1.099350e-02 -2.448093e-02
 [6,]  2.294501e-02 -6.524606e-04 -2.156035e-02  1.391795e-02  1.491569e-02
 [7,] -8.607894e-03 -7.041288e-03 -4.915085e-03  1.029814e-02 -1.037409e-02
 [8,]  5.360308e-03  7.704012e-03  3.333861e-04  1.558090e-03 -1.656395e-03
 [9,]  1.307801e-03 -1.972311e-04  2.441080e-03 -4.487434e-03 -1.771686e-03
[10,] -1.012415e-03 -1.098755e-03  2.691651e-04  1.599915e-03  4.037909e-04
[11,]  4.533859e-05  9.519522e-04  7.710055e-05  3.105971e-04 -2.317998e-04
[12,] -2.976866e-04 -3.290666e-04  3.071049e-05 -4.338987e-05  4.247832e-04
[13,]  1.393328e-05 -1.726846e-04  5.050987e-05  1.048737e-04 -1.347921e-04
[14,]  3.368451e-05 -5.007448e-06 -2.560141e-05 -8.945770e-05 -6.713470e-05
[15,]  6.312272e-05  8.888564e-06  2.497934e-05  1.752652e-05  5.879699e-05
[16,]  1.817426e-05  1.013907e-05  1.018774e-06  1.288318e-06 -9.154957e-06
[17,]  5.171452e-06  2.466624e-06 -5.074609e-06  1.687239e-05 -1.299749e-05
[18,] -6.920923e-07  6.617332e-07 -4.104372e-06 -1.192887e-06 -8.501241e-07
[19,] -3.433613e-07  1.895648e-06  2.986358e-06 -1.856077e-07 -6.891571e-07
[20,]  6.349185e-07  2.497970e-06  4.238946e-07  6.176591e-07 -6.345479e-07
[21,] -6.276080e-07  3.911315e-07  2.663546e-07  4.427865e-07  6.119372e-08
            reps 31       reps 32       reps 33       reps 34       reps 35
 [1,]  3.936038e-02 -9.809707e-02 -4.681709e-02  5.328313e-01  5.013054e-01
 [2,] -1.097123e-01  5.212920e-02 -1.200127e-02  6.348313e-01  1.960292e-01
 [3,] -8.845359e-03 -2.123542e-02 -3.577747e-02  5.766710e-02 -1.173364e-01
 [4,]  2.639146e-03 -4.188718e-02 -1.229075e-02  1.089872e-01  1.323182e-01
 [5,] -1.606947e-02 -3.355438e-02  2.842205e-02 -1.935573e-02 -2.725406e-02
 [6,] -7.218157e-03 -2.019544e-02  1.792541e-02  1.773220e-03 -1.023189e-02
 [7,]  1.395980e-03 -5.664345e-03  1.011087e-02  2.715195e-03 -6.149271e-03
 [8,]  1.528235e-03 -3.530953e-03 -1.048279e-03  2.632852e-04 -1.149408e-03
 [9,] -9.058962e-04  3.327952e-03  1.335197e-03  1.361387e-03  4.862459e-03
[10,]  5.226075e-04 -8.465069e-04 -1.457959e-03  9.877744e-04 -8.389280e-06
[11,]  2.425742e-04  1.333673e-04 -1.399869e-04  3.717570e-04 -3.351895e-04
[12,] -5.005764e-04 -2.799804e-04  1.265693e-04  2.985898e-06  2.005036e-04
[13,] -1.825657e-05  9.100563e-06  6.964251e-05 -8.005964e-05 -5.525426e-05
[14,] -1.770651e-05  1.266194e-05 -4.150175e-05 -1.232247e-04  9.427300e-05
[15,] -5.392193e-05  6.921056e-05  7.569105e-05 -8.779060e-06  1.310815e-05
[16,]  9.463031e-06  3.036878e-06 -1.578943e-05 -2.438336e-05 -2.065324e-05
[17,]  1.772074e-05 -5.347684e-06  4.032704e-07  4.394503e-06 -1.009755e-05
[18,] -2.481204e-06 -2.656139e-07 -3.378373e-06 -6.080496e-07 -6.094058e-06
[19,] -1.388706e-06 -2.936000e-06 -1.630421e-07  2.084035e-06  1.192607e-06
[20,]  1.589397e-07  4.884609e-07 -9.789873e-07 -7.135963e-07  4.567926e-07
[21,] -7.345194e-07  1.603637e-06 -6.714615e-07 -4.119713e-07  7.967782e-07
            reps 36       reps 37       reps 38       reps 39       reps 40
 [1,] -2.468869e-01 -7.354587e-01 -2.938922e-01 -1.068180e+00 -3.579097e-01
 [2,]  4.855687e-02 -7.012671e-02 -4.280473e-02 -5.530612e-01 -7.045058e-01
 [3,] -1.683879e-02  1.096741e-01  1.072272e-01 -4.262788e-02  6.685231e-02
 [4,]  1.702269e-02  1.588562e-02 -4.424772e-02  1.047409e-02 -1.161778e-01
 [5,] -2.599044e-03 -4.042659e-02  1.368134e-02  2.182986e-02  2.331928e-02
 [6,] -4.244698e-02 -2.307581e-03 -4.799232e-02  1.266787e-03  2.006175e-03
 [7,] -8.467815e-03 -6.853834e-03  3.310990e-03  1.141535e-02  1.905347e-02
 [8,] -5.109288e-03  3.002301e-03  1.033453e-03  4.930807e-03 -1.801288e-03
 [9,]  1.665014e-03  1.023474e-03  1.188236e-03 -1.487299e-03 -2.035262e-03
[10,]  5.640587e-04 -2.039391e-03  1.297742e-04  4.440173e-05  2.761454e-04
[11,] -5.491833e-04  1.534546e-04 -2.725301e-04  3.235690e-04 -3.597863e-04
[12,]  2.930905e-04 -2.817242e-04 -4.950791e-04 -2.248390e-04 -6.955480e-04
[13,]  4.028401e-05 -8.270239e-05 -1.562967e-06 -1.310671e-04 -9.582484e-06
[14,]  5.177865e-06 -1.036859e-04  3.955844e-05 -5.940474e-05 -8.005143e-05
[15,] -1.084919e-05  8.322227e-06 -2.118063e-05 -3.384528e-05 -3.599700e-05
[16,]  1.970009e-05  2.462083e-05  1.361563e-05  3.387175e-06  1.595155e-05
[17,] -7.816949e-06 -7.598846e-06  1.166933e-06  1.872377e-07  1.577731e-05
[18,] -3.592151e-06 -1.472695e-07  1.486445e-06 -3.549645e-07  3.137198e-06
[19,]  9.644666e-08  1.005320e-06 -7.238361e-07  4.778914e-06  2.353896e-06
[20,] -8.869188e-08  1.252854e-07 -1.292618e-06  6.165533e-07 -1.018983e-06
[21,]  2.227368e-07  6.981775e-08 -1.432032e-06 -1.885217e-07 -1.562781e-06
            reps 41       reps 42       reps 43       reps 44       reps 45
 [1,] -8.163648e-01  1.326235e-01  6.823806e-01 -3.528802e-01  1.262848e-01
 [2,] -5.351488e-01 -3.536314e-02 -1.093717e-01  1.172540e-02 -4.172859e-01
 [3,] -5.556526e-02  1.574248e-01 -1.494305e-01 -1.644066e-01 -1.170100e-01
 [4,]  1.881093e-02 -1.210513e-01  1.193603e-01  1.476481e-02 -8.146790e-02
 [5,]  5.536020e-02 -7.141337e-03  1.610062e-02  7.531914e-03  4.298123e-02
 [6,] -9.157069e-04 -1.569342e-02  1.309993e-04  8.213115e-03 -1.052249e-02
 [7,] -4.017256e-03 -1.047421e-02 -1.791446e-02 -4.323670e-03  1.515998e-03
 [8,] -5.777513e-04 -2.466721e-03  1.176788e-02 -7.978180e-04  3.068300e-03
 [9,]  1.346647e-03 -2.169006e-03  6.082624e-04 -2.603893e-04  3.491656e-03
[10,]  1.592373e-04  3.194096e-04  1.125411e-03 -3.864245e-04 -1.117762e-04
[11,] -8.454687e-04  4.622129e-04 -5.730840e-05 -2.211043e-04  5.096375e-04
[12,] -5.489838e-04 -3.566954e-04 -3.649698e-05  5.764439e-04 -1.275834e-04
[13,] -1.055346e-04 -9.808657e-05 -3.417122e-05 -1.375705e-04 -1.582369e-04
[14,] -4.910787e-05  1.157892e-05 -1.399878e-05  1.434851e-04 -6.630813e-05
[15,]  2.347904e-05 -1.834469e-05  2.192912e-05 -4.714123e-05  5.452630e-05
[16,]  1.297638e-05  2.522074e-05 -2.053250e-05  7.575779e-06  1.664546e-05
[17,]  6.071461e-06  1.899748e-05  3.970519e-06 -1.329566e-05  7.652995e-07
[18,]  1.053578e-06  2.552422e-06 -3.981418e-06 -4.927659e-08 -4.952914e-06
[19,] -1.313639e-06  3.544698e-06  3.755596e-06 -1.435911e-06  2.633235e-06
[20,]  7.899076e-07  2.188591e-07  1.301213e-06  1.204504e-06  1.160319e-06
[21,] -2.175130e-07 -6.704079e-07 -8.169019e-07  4.434881e-07 -3.650431e-08
            reps 46       reps 47       reps 48       reps 49       reps 50
 [1,] -1.943272e-01  8.742747e-02  1.187753e-01  2.264802e-01 -1.572030e-01
 [2,] -9.223055e-02  1.384451e-01  1.915360e-01  6.764578e-02 -5.859542e-01
 [3,] -2.664702e-01  2.512340e-01 -2.242767e-01  5.566772e-02 -1.406036e-01
 [4,]  5.411993e-02 -1.063308e-01  4.518046e-02  2.129030e-02 -6.821670e-02
 [5,] -1.118169e-02  5.307637e-03  7.485541e-04  3.250424e-02  2.646568e-03
 [6,] -2.996473e-02 -4.538484e-02  2.107896e-02  5.299310e-03  2.631681e-02
 [7,]  1.055056e-02  1.341702e-03 -1.750738e-02 -1.864615e-02 -1.383359e-03
 [8,] -4.490226e-03 -1.631904e-03  3.463398e-03  5.457831e-03 -3.830158e-03
 [9,]  1.157514e-03 -2.215661e-03  1.659259e-03  6.999564e-04  2.336245e-03
[10,] -1.253706e-03 -1.745602e-03 -1.687002e-03 -4.709973e-04  5.218303e-04
[11,] -9.108218e-04 -5.103013e-04  4.654439e-04 -8.018134e-04  1.713132e-04
[12,]  9.567191e-05  8.724259e-05  3.311495e-04 -2.147465e-04 -2.134007e-04
[13,]  9.390843e-05  6.323054e-06  8.748850e-05  1.153846e-04  1.121975e-06
[14,] -6.823550e-05 -1.725535e-05 -4.324535e-05  4.127894e-05  2.115753e-05
[15,] -3.642937e-05 -4.454237e-07  5.474472e-06 -1.565614e-06  6.255852e-05
[16,] -1.663697e-05 -1.362739e-05 -1.767013e-05 -3.297460e-05  3.049045e-06
[17,] -6.718530e-06 -3.162567e-06  8.902750e-06  1.592934e-06 -1.463890e-07
[18,] -6.460987e-06  2.861017e-06  6.800643e-07 -9.762297e-09 -7.258053e-07
[19,] -4.273126e-06  1.947943e-06 -7.807591e-07  1.088738e-06  1.564328e-07
[20,] -7.443913e-07 -1.564010e-06  1.902357e-06  7.493319e-07  8.112118e-07
[21,] -7.108108e-07 -1.245751e-08  4.815671e-07  2.153047e-07 -3.878022e-07
            reps 51       reps 52       reps 53       reps 54       reps 55
 [1,]  3.601093e-01  3.999275e-01  3.037560e-01 -6.339184e-01  3.092138e-01
 [2,] -3.783429e-01  2.164890e-01  3.110728e-01  2.055234e-01  7.368410e-02
 [3,] -1.955256e-01 -9.356800e-02 -1.715787e-01 -4.081603e-02  4.188097e-03
 [4,]  4.250569e-02  8.975221e-03  1.023291e-01 -7.910688e-02 -5.357816e-02
 [5,] -1.889544e-02 -7.560493e-02 -1.325472e-02 -7.205711e-02 -2.365172e-02
 [6,]  1.753464e-03 -8.935607e-03  4.326873e-02 -2.091014e-02  9.275882e-03
 [7,]  4.001437e-03 -5.401775e-03 -2.432964e-03 -6.558626e-03  1.946481e-02
 [8,] -5.570317e-03 -3.787692e-03  8.449377e-04  1.748322e-03  1.105565e-03
 [9,] -7.779358e-04  1.994274e-03 -1.230376e-03  1.495354e-04 -5.521749e-04
[10,] -9.513897e-04  1.826055e-03  2.833928e-04 -9.576940e-04  1.684439e-03
[11,]  2.061089e-05  2.601262e-04 -2.655030e-04 -1.624259e-04  9.882241e-04
[12,]  4.438809e-05  3.512906e-04  3.559917e-04  2.526992e-04 -1.443071e-04
[13,] -1.605817e-05  1.789166e-05 -1.089476e-05 -5.700248e-05 -2.489811e-04
[14,] -3.529591e-05  5.008494e-06 -1.802500e-05  9.492079e-05 -7.093666e-06
[15,] -2.087525e-05 -5.012626e-05  2.549398e-05 -2.477213e-05 -5.264084e-05
[16,]  5.622730e-06 -1.168042e-05 -7.201853e-06  1.757085e-05 -6.078681e-06
[17,]  9.205779e-06  1.068251e-07 -1.362635e-05 -4.902768e-06  1.355431e-05
[18,] -4.274091e-06 -2.968574e-06 -1.325171e-07 -1.717166e-06  3.106846e-06
[19,]  1.046696e-06  3.293098e-07  2.233433e-07 -7.508986e-07 -1.368648e-06
[20,]  9.345785e-08  1.719162e-06 -2.925576e-07 -6.428960e-07 -3.175273e-07
[21,] -2.775362e-07  3.864496e-07 -5.166974e-07  1.017134e-06 -5.066475e-07
            reps 56       reps 57       reps 58       reps 59       reps 60
 [1,] -3.776044e-01  5.460590e-02  5.222342e-02  5.625771e-01 -1.680537e-01
 [2,]  4.217303e-01  8.369520e-02  2.890940e-01 -2.917555e-01  8.022315e-02
 [3,]  1.215396e-01  1.081662e-01  9.784729e-02  4.049940e-02 -3.476729e-01
 [4,] -5.477012e-02 -1.298163e-01 -3.178688e-02 -9.298950e-02  5.505597e-02
 [5,] -1.747120e-02  6.572423e-03 -5.413227e-03 -2.623334e-03 -1.976232e-02
 [6,]  6.926606e-03  6.494299e-03 -1.454243e-03 -7.474641e-03 -1.622417e-02
 [7,] -1.186241e-02  1.332695e-02  1.003897e-02 -6.100925e-03  4.981231e-03
 [8,]  4.695549e-04 -8.282413e-03  2.026702e-03 -3.024795e-03 -1.544998e-03
 [9,] -1.677185e-04 -2.531803e-03  9.079426e-04  3.727361e-04 -2.740132e-04
[10,] -1.043382e-03  6.138060e-04  5.665749e-04  1.803883e-03 -3.452494e-04
[11,] -6.565573e-04  4.265301e-05  4.510137e-05  6.055562e-04 -1.276528e-04
[12,]  3.552035e-04 -2.639379e-04  2.849710e-05 -2.510924e-04  3.161853e-04
[13,] -1.356391e-04 -1.357020e-04 -5.379723e-06 -7.857355e-05  7.248627e-05
[14,] -1.923859e-05  1.341938e-04 -8.245014e-05  9.750498e-05 -1.339511e-05
[15,]  8.514523e-07  2.239621e-05  3.547986e-05 -9.436868e-06  1.802685e-05
[16,] -7.391250e-06  1.617945e-05  4.151036e-06  1.581156e-05 -1.894928e-05
[17,]  8.155164e-06  1.079995e-05 -6.786375e-06  7.274373e-06 -5.556043e-06
[18,]  4.226947e-07  3.495587e-07  4.991193e-06  4.754890e-06 -8.758873e-07
[19,] -1.432600e-06  1.773488e-06  3.618278e-06  2.557077e-06 -1.684286e-06
[20,]  1.470728e-06  2.498893e-07  1.899276e-06 -1.919234e-07  6.711186e-07
[21,]  3.193143e-07 -2.848389e-08  1.848200e-08 -4.836261e-07 -1.305222e-07
            reps 61       reps 62       reps 63       reps 64       reps 65
 [1,]  4.017929e-01 -3.223076e-01  9.417065e-02  3.487517e-01  1.350297e-01
 [2,]  9.478860e-02  2.490832e-01 -1.751464e-01 -2.947045e-01  1.630458e-01
 [3,]  2.844436e-01  4.406076e-02  2.869928e-01 -4.576168e-02 -1.349921e-01
 [4,] -9.755365e-02 -8.707343e-02 -6.952622e-02  5.002004e-02  8.358307e-02
 [5,] -2.576729e-02 -3.120126e-02 -1.477570e-02 -7.631050e-03  3.917148e-02
 [6,] -2.341350e-02  1.213028e-02  1.416898e-02 -4.105204e-03  3.710205e-03
 [7,] -7.991091e-03 -5.945509e-03  4.986338e-03  7.462386e-04 -7.961412e-04
 [8,] -5.221368e-03  3.218074e-03 -1.737000e-03  4.142949e-03 -8.905443e-04
 [9,]  2.759818e-03  1.719751e-03  4.766990e-04  2.975809e-03 -1.225173e-03
[10,]  1.202822e-03 -1.597008e-03  1.150142e-03  1.356167e-03  9.959707e-04
[11,]  1.863144e-04 -1.019850e-03 -2.121634e-04  2.319028e-04  2.061409e-04
[12,] -4.817047e-05  3.701586e-04 -4.651803e-04  3.330537e-04 -2.675972e-05
[13,]  1.306517e-04  9.757197e-05 -7.258689e-06  2.413562e-04 -4.960997e-05
[14,]  2.742657e-05  7.836398e-06 -2.919720e-05  3.060421e-05 -1.283178e-05
[15,]  3.285940e-06  3.422788e-06 -5.526672e-05 -5.706424e-05  2.503484e-05
[16,] -3.572637e-06 -1.370760e-05  1.531146e-06 -4.357071e-06 -3.611929e-06
[17,] -5.339597e-07  1.652489e-06 -8.870356e-06 -1.791810e-05 -3.969692e-06
[18,] -2.346133e-06 -5.272596e-06  1.430799e-06  2.756302e-06 -4.741432e-06
[19,]  5.495685e-06  8.847438e-07  1.571164e-06 -9.573031e-07 -1.328109e-06
[20,]  7.275820e-07 -6.223408e-08 -8.866287e-07 -1.332478e-06 -1.252656e-06
[21,] -3.646571e-07 -7.233676e-07 -4.872091e-07 -2.036965e-07  4.925017e-07
            reps 66       reps 67       reps 68       reps 69       reps 70
 [1,]  3.948214e-01  4.071330e-02 -2.985998e-02  9.895361e-01  8.726298e-02
 [2,] -2.065487e-01 -1.888391e-02  7.220653e-02 -2.637434e-01 -9.044490e-04
 [3,]  1.485663e-01 -2.947809e-02  3.282487e-02  1.304451e-02 -2.677945e-01
 [4,]  9.512370e-02  1.664197e-01  5.096752e-02 -4.014697e-02  1.047275e-01
 [5,]  1.039006e-02  4.619484e-02  4.753361e-02 -3.590806e-02  2.004517e-02
 [6,]  2.191956e-02  1.797954e-02  7.514851e-03 -2.224051e-02  1.454051e-02
 [7,]  1.478675e-03 -1.286627e-02  4.309581e-03 -1.999589e-03 -1.470434e-02
 [8,] -1.713952e-03  2.823743e-03 -2.739312e-04  1.186251e-03 -6.915879e-03
 [9,]  4.175775e-03  9.445132e-04 -5.054640e-04  2.720597e-04 -5.409861e-04
[10,] -1.108423e-03  1.505024e-04 -1.694070e-04 -5.975882e-05 -8.554682e-05
[11,]  1.072109e-05 -2.885957e-04 -1.133450e-04 -5.571675e-04  4.746796e-05
[12,]  1.578912e-04  2.846829e-05  1.042177e-04  3.479425e-05  6.839294e-04
[13,] -9.346703e-05 -1.101626e-04 -1.091934e-04  4.057376e-05  1.474061e-04
[14,] -2.698347e-05 -6.436560e-05 -9.767627e-05  5.004919e-05 -2.784840e-05
[15,] -7.674997e-06  5.697438e-05 -3.086837e-05 -5.234203e-05 -2.194171e-05
[16,]  2.304678e-05 -1.797664e-05 -1.211528e-05  1.037035e-05  1.435037e-05
[17,] -1.821066e-05  4.107863e-06  1.014632e-07  3.811665e-06 -1.032998e-05
[18,]  1.596271e-06  9.866414e-07  1.639940e-06  5.359793e-06 -5.713860e-07
[19,] -1.463450e-06  2.488670e-07 -1.289418e-06  5.541863e-07 -2.384927e-06
[20,]  1.443992e-06  9.919860e-09 -1.392889e-06 -6.286084e-07  1.396214e-06
[21,]  7.420897e-08  5.274301e-07 -5.074295e-07  7.531186e-07  4.659350e-07
            reps 71       reps 72       reps 73       reps 74       reps 75
 [1,]  2.056830e-01  2.618706e-02 -3.378388e-01  1.218240e-01 -8.528999e-02
 [2,] -7.357702e-02  6.236279e-02 -1.619699e-01 -4.178811e-01 -2.548479e-01
 [3,]  1.267947e-01  4.369116e-02 -2.164639e-01 -1.218102e-01  9.430348e-02
 [4,]  6.446242e-02 -6.224730e-02 -6.609560e-03 -7.815976e-02  5.480682e-02
 [5,]  2.892390e-02  1.905510e-02 -1.142138e-03  1.476679e-02 -1.830710e-02
 [6,] -1.038506e-02 -2.267012e-02 -2.667801e-03 -8.075487e-03 -4.195023e-03
 [7,]  6.013883e-04  2.716738e-03  3.985189e-03 -7.150322e-03 -1.610660e-05
 [8,]  2.849441e-03 -8.687975e-03 -4.093093e-03  1.927781e-03 -1.384241e-03
 [9,]  2.083915e-03  4.374473e-03 -2.079388e-03 -2.632359e-03 -1.367712e-04
[10,]  1.114464e-03 -4.434754e-04 -1.623425e-03  6.288885e-04  3.406107e-04
[11,]  4.686576e-04 -2.089166e-04 -1.379435e-04 -7.922589e-05 -4.489476e-04
[12,] -2.156125e-04 -6.506638e-06  9.930989e-05 -3.388693e-04 -4.532163e-05
[13,]  1.708431e-04  2.184886e-04  1.385243e-04  1.092618e-04  2.200946e-04
[14,]  2.695972e-05  4.521415e-05  6.671590e-05  2.801490e-05  1.942467e-05
[15,] -2.077472e-05 -1.740454e-05  4.837381e-05  3.934962e-05  4.503201e-05
[16,] -4.196772e-06  3.073790e-05 -7.600762e-06  8.298123e-06  1.178606e-05
[17,]  4.435834e-06 -1.099493e-05  2.406082e-07  3.728750e-06 -8.849088e-06
[18,] -4.328068e-06  3.532356e-06 -2.384409e-06  7.322166e-07 -1.690308e-06
[19,]  7.011296e-07 -2.335204e-06 -1.773022e-06 -1.713602e-06 -2.533069e-06
[20,] -8.837195e-07  7.848617e-08 -1.411144e-07  5.630111e-07  5.846379e-07
[21,] -6.077128e-07  7.366252e-07  2.130594e-07  1.946441e-07  2.821203e-07
            reps 76       reps 77       reps 78       reps 79       reps 80
 [1,]  8.746861e-01  4.429182e-01  2.539529e-01 -1.245742e-01 -3.132667e-01
 [2,] -4.361518e-01  4.868166e-01 -2.589263e-01  2.495804e-01  7.219895e-02
 [3,] -1.066276e-01  3.508390e-02  5.060309e-02 -3.170390e-02  2.060391e-02
 [4,]  3.988264e-02  7.814903e-02 -6.110109e-02  6.569085e-02 -6.066528e-02
 [5,]  7.474817e-03 -6.252191e-03 -8.478257e-02  6.163408e-02 -2.311042e-02
 [6,]  1.428715e-02 -1.153334e-02  7.689027e-03  1.598482e-02  2.525774e-02
 [7,]  4.304261e-03 -1.014734e-02  7.178217e-03  5.006294e-03  8.687112e-04
 [8,] -4.933068e-03  3.116397e-03  2.238553e-03 -6.092862e-03  7.776718e-03
 [9,] -2.712210e-03 -4.734545e-04  2.098132e-03 -1.126006e-03  5.542688e-04
[10,]  8.708801e-05 -1.695687e-03  1.106355e-03  9.154766e-04  3.204289e-03
[11,]  3.329325e-04  3.366094e-04  5.517415e-05 -5.049166e-04 -3.423101e-04
[12,]  2.549132e-04  6.630522e-04  9.093818e-04  1.318096e-04 -8.273164e-05
[13,]  1.796238e-04  1.000148e-04  1.654068e-05  4.524937e-05  8.257012e-05
[14,] -2.907750e-06 -1.248651e-04  6.328799e-05 -1.797434e-05 -1.036962e-05
[15,]  8.390950e-05 -9.919069e-06  3.177507e-05  3.850736e-05  5.988401e-05
[16,] -7.871067e-06 -6.859823e-06 -2.241640e-05 -6.158412e-06  4.643639e-05
[17,] -2.244057e-06 -9.690606e-07 -1.700191e-06  6.192636e-06  8.634282e-06
[18,] -5.366327e-07  1.307701e-06  5.930165e-07 -7.973531e-06 -9.654335e-06
[19,]  6.838730e-07 -7.003119e-07 -1.233591e-06 -2.343023e-06 -2.934514e-07
[20,] -2.107022e-06  1.644748e-06  1.281823e-06  4.900954e-07 -2.786707e-08
[21,] -2.058703e-07 -1.909528e-08 -2.268172e-07 -1.077575e-06  5.778777e-07
            reps 81       reps 82       reps 83       reps 84       reps 85
 [1,]  3.432205e-01  2.155231e-01 -1.258484e+00 -4.047790e-01 -8.749873e-01
 [2,]  1.926480e-01 -2.253630e-01  9.097097e-02 -3.598623e-01 -4.169025e-02
 [3,] -7.529086e-02 -1.569764e-01 -2.574350e-01 -1.727833e-01  2.364258e-01
 [4,] -5.804192e-02  1.190733e-01  2.958346e-02 -3.404720e-02  1.906372e-03
 [5,]  3.192959e-02  1.021376e-02  1.612078e-02  7.100548e-02 -7.780423e-03
 [6,] -1.643708e-02 -8.655823e-03  1.413262e-02 -1.341485e-02  6.136854e-03
 [7,] -1.723927e-03  1.689933e-03  8.491641e-03  2.189895e-02 -7.380204e-03
 [8,]  2.975935e-03  6.206009e-03  4.013759e-03  3.473039e-04 -1.187259e-03
 [9,] -5.355649e-04  2.609325e-03  3.434197e-04 -2.225641e-03  1.857601e-03
[10,] -3.518108e-04 -6.250646e-04  8.811734e-04  4.050398e-05  1.311580e-04
[11,] -9.563658e-05 -2.606261e-04  5.719438e-04  8.036834e-04 -2.075752e-04
[12,] -1.409346e-04 -1.695919e-04  1.219880e-04 -8.275626e-04 -1.092732e-03
[13,] -5.525873e-05  2.231139e-04  3.204461e-05 -7.976644e-05  2.314988e-04
[14,] -2.586539e-06 -4.515701e-05 -4.012947e-05 -6.391329e-05 -5.614326e-05
[15,]  1.192033e-05  4.346831e-05  5.981654e-05  1.482573e-06 -2.352747e-05
[16,] -2.886222e-05 -1.436214e-05 -1.011541e-05  1.156240e-05  3.212533e-05
[17,]  1.677815e-05 -4.512351e-06 -4.290534e-06 -5.874749e-06  8.441146e-06
[18,]  2.083650e-06 -9.535036e-07  4.462411e-06  1.484821e-05 -7.159824e-07
[19,] -2.286860e-06 -5.902406e-08 -2.243301e-06 -8.549568e-07  1.475862e-06
[20,] -1.748444e-07 -4.641282e-07 -8.103742e-07 -8.161271e-07 -1.268246e-06
[21,]  1.859649e-07  6.857008e-07 -1.624482e-07 -9.163132e-07 -1.714356e-07
            reps 86       reps 87       reps 88       reps 89       reps 90
 [1,]  8.239065e-02 -3.073298e-01 -3.901349e-01 -8.858174e-01 -1.043433e+00
 [2,] -2.150765e-01 -1.859047e-01 -1.163150e-01 -3.583307e-01 -9.813243e-02
 [3,]  1.125316e-01  3.031398e-02  8.920088e-02 -1.282187e-01  2.333035e-02
 [4,] -2.916859e-02 -4.921429e-02 -4.884047e-02 -6.999210e-02 -7.358891e-02
 [5,]  6.633694e-02  5.052567e-02 -9.243048e-03 -1.260609e-02  6.527779e-02
 [6,]  5.969204e-03 -6.247230e-03  1.315899e-02 -2.564963e-02 -1.662234e-02
 [7,]  2.366706e-02 -6.685167e-04  1.272085e-03 -1.016728e-03  1.769435e-02
 [8,]  2.874771e-03 -1.022743e-03 -5.865584e-03  3.992607e-03  5.268734e-03
 [9,] -2.551171e-03  2.958653e-03 -2.004990e-03 -1.045504e-03  1.795126e-03
[10,]  2.694235e-04 -8.357392e-04  6.169364e-04 -5.803021e-04 -1.233163e-04
[11,]  1.101501e-04  6.252060e-04 -3.557520e-04  4.323500e-04 -3.465225e-04
[12,] -9.014717e-05  3.250109e-04 -3.548854e-04 -2.297354e-04 -4.506285e-04
[13,]  2.232856e-04  1.263047e-04 -1.186532e-04 -1.521762e-04 -1.179019e-04
[14,]  5.428158e-06  5.940489e-05  1.011353e-05  1.694323e-05 -1.264827e-05
[15,] -4.312694e-05  2.970740e-06 -4.145252e-05 -3.031704e-05 -1.242800e-05
[16,]  2.615531e-06  2.037661e-05 -1.244746e-05  2.760522e-05  2.943813e-06
[17,]  2.540401e-05 -3.423175e-06  6.524557e-07 -1.100695e-06  5.907809e-06
[18,]  2.470885e-06  1.266129e-06  5.040031e-06  2.486971e-06 -2.135665e-06
[19,]  3.601236e-06 -6.202721e-07  1.226334e-06  5.205976e-07 -2.664198e-06
[20,] -8.989542e-07 -3.814269e-07  7.451581e-08  2.664984e-07  1.202202e-06
[21,] -9.675620e-07  2.632355e-08 -4.116126e-07 -7.341919e-07 -3.063354e-08
            reps 91       reps 92       reps 93       reps 94       reps 95
 [1,] -2.264644e-01 -3.489638e-01 -7.644325e-01 -9.684868e-01  1.753923e-01
 [2,] -1.880943e-01  1.001070e-01  1.206548e-01  1.017867e-01 -7.832084e-01
 [3,]  2.157287e-01  1.545248e-01 -3.756462e-02  1.384005e-01 -1.577692e-01
 [4,] -5.717682e-02  1.122177e-01  1.984081e-02 -6.735384e-02 -7.942652e-02
 [5,]  2.908646e-02  2.806342e-03  2.916572e-02 -3.117783e-02  6.816165e-02
 [6,] -3.559227e-02  5.693175e-03 -4.446700e-03  1.596691e-02 -2.029025e-02
 [7,]  1.990152e-02  6.868563e-03  1.154390e-02  1.884353e-02  5.429256e-03
 [8,]  6.947624e-03  1.151757e-03  2.579043e-03  2.454959e-03 -5.842983e-04
 [9,] -1.282130e-03 -4.992453e-03 -2.666520e-04  1.457999e-03  1.080444e-03
[10,]  1.373341e-03 -5.252504e-04 -1.196383e-03  1.005625e-03 -1.810015e-04
[11,]  4.066220e-04 -3.205872e-04 -3.928734e-05 -1.270313e-03 -5.806364e-05
[12,] -4.513900e-04 -3.534654e-05  3.381037e-04 -7.233645e-05 -7.734653e-04
[13,] -9.502801e-05 -7.121816e-05  7.110687e-05 -1.315769e-04 -1.520591e-04
[14,] -1.148632e-04  1.323087e-05 -2.659278e-05 -5.508938e-05 -1.902939e-04
[15,]  1.284042e-05  3.623035e-05 -9.560366e-06 -9.258040e-06  4.484004e-05
[16,]  2.838987e-05  1.633846e-05 -1.415020e-05 -3.764467e-06 -5.326743e-06
[17,]  5.788362e-06 -1.121621e-06  7.483334e-06  8.271502e-06  1.050547e-05
[18,] -1.992357e-06  8.921233e-07 -9.651395e-07  3.882390e-06  5.905285e-06
[19,]  1.914274e-06  9.796547e-07  3.341485e-06  1.535558e-06  3.788315e-06
[20,]  1.609046e-07 -2.921686e-07  8.830031e-08 -3.868261e-07 -5.681162e-07
[21,] -1.703960e-07 -6.137198e-07 -9.097226e-07  8.992827e-08 -4.757102e-07
            reps 96       reps 97       reps 98       reps 99      reps 100
 [1,] -5.641809e-01 -2.002783e-01  3.610680e-01 -4.520996e-01 -9.473955e-01
 [2,]  5.430246e-02  1.678566e-02 -6.310267e-01  8.415313e-02  9.948336e-02
 [3,] -2.694362e-01  2.360774e-01 -9.932604e-02 -2.308956e-01  1.022517e-01
 [4,] -8.615947e-02 -4.728706e-02 -4.921813e-03  6.128455e-02  1.362211e-02
 [5,]  1.807403e-02 -4.398652e-02  6.689081e-02 -2.542897e-02  1.835692e-02
 [6,]  1.577322e-02  1.189302e-02  2.763772e-03 -5.052871e-04  1.479236e-02
 [7,] -3.278710e-03 -3.343620e-03  6.043014e-03 -2.442260e-03  8.481374e-03
 [8,] -8.724388e-03 -3.107411e-03 -5.857329e-04 -8.959734e-03  5.137918e-03
 [9,]  1.842385e-03 -1.701727e-03 -1.580175e-03 -1.653317e-03 -9.851546e-04
[10,] -4.124647e-04  1.836586e-03  5.101823e-04 -1.255709e-03 -1.708944e-03
[11,]  6.485884e-05  5.172019e-04 -2.189884e-04  1.796229e-04  2.550339e-05
[12,]  7.057654e-05 -2.801299e-04 -5.028453e-04  2.988486e-04  5.050999e-06
[13,]  8.369907e-05 -1.174876e-04 -4.111964e-05 -5.130984e-05 -2.888303e-05
[14,] -6.617476e-05  3.476197e-05  6.680389e-05  2.732097e-05  8.275952e-05
[15,]  8.200597e-06 -4.191221e-05  5.876205e-06 -3.197769e-05  5.770624e-05
[16,]  3.094368e-06 -4.203549e-06  3.926500e-06  4.182572e-06  2.356344e-05
[17,] -1.237662e-06 -4.978357e-06  8.354088e-06  9.068124e-06 -7.430644e-06
[18,] -4.208783e-06 -1.858124e-06 -2.897913e-06  3.328321e-07  9.541702e-06
[19,]  1.631829e-06 -4.839903e-07  1.235294e-06 -9.762090e-07  2.117897e-07
[20,] -1.258486e-06 -4.290459e-07 -1.133476e-06 -1.850782e-06  3.642392e-07
[21,] -6.697403e-07 -1.266322e-07 -6.978026e-07  1.370476e-06  6.969135e-08

$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,] -1.246137e+00  0.890098325  1.227872363 -1.132752676  0.846652643
 [2,]  9.974741e-02  0.086450704  0.818235309 -0.373037527 -0.411200283
 [3,] -5.518477e-01  0.362272696 -0.535944032 -0.023992719  0.091759329
 [4,] -4.119623e-01  0.283528604 -0.505156983  0.168118034 -0.101223386
 [5,]  1.114856e-01 -0.060316025 -0.211199053 -0.101474053  0.234563828
 [6,]  7.937986e-03  0.105844348  0.152937148 -0.057191037  0.292092329
 [7,] -8.661726e-02  0.064733619  0.195278764 -0.018869263  0.112275127
 [8,] -7.169864e-02 -0.060790982 -0.147382155 -0.005306172  0.055309301
 [9,]  8.459120e-02  0.114948733 -0.019149572 -0.015949225 -0.031764061
[10,] -1.173325e-02  0.097084737  0.027449976  0.170930855  0.034967306
[11,] -8.981588e-02  0.060368798 -0.033608632 -0.063203572  0.164047048
[12,]  5.834528e-02  0.052763728 -0.071170837 -0.046502609 -0.040174418
[13,] -2.512857e-03 -0.007267876  0.024607588  0.062782462 -0.011518640
[14,] -8.186128e-02  0.038849290 -0.015108861  0.071359407  0.038425556
[15,] -5.364120e-02 -0.047457981  0.020332311 -0.021756041  0.093955335
[16,] -1.360421e-02  0.018365529  0.007700672 -0.109914962  0.074965321
[17,] -3.787663e-02  0.069663313 -0.012985531  0.074847185  0.006299385
[18,] -1.452271e-05 -0.021489675 -0.023399398 -0.061220002  0.016268752
[19,]  8.320545e-02 -0.018530151 -0.020369071  0.040151592 -0.015168769
[20,]  7.108118e-02  0.075425369  0.089923743  0.049997120  0.019633444
[21,] -2.654301e-02  0.036807997 -0.025588913  0.114505638  0.014077881
            reps 6      reps 7       reps 8      reps 9       reps 10
 [1,] -0.313271672 -0.82168083  0.325680639 -1.62040013  0.4247077050
 [2,]  0.471853122  0.42059925 -0.370756234  0.15030478 -0.3449474427
 [3,] -0.458662408 -0.33250704 -0.430412230  0.08400595 -0.8180043857
 [4,]  0.036278399  0.12065429  0.172177177 -0.05965592  0.1545153397
 [5,]  0.111573738 -0.01166556 -0.410919149  0.01292725 -0.1802380950
 [6,]  0.019087615 -0.03013492  0.163168612  0.02497139 -0.3458675301
 [7,]  0.114886517  0.08607499 -0.038018171 -0.08944019  0.0452696587
 [8,]  0.135601881 -0.08199663 -0.005810939  0.10272294 -0.1619685329
 [9,] -0.008712709  0.17762128  0.081555710  0.21292490  0.1639247484
[10,]  0.019041261  0.02599660  0.065323969 -0.07476146  0.0864549674
[11,] -0.057048978  0.16125559  0.014620507  0.03342063  0.1418871044
[12,]  0.099692155  0.05462275 -0.010931111  0.02436001 -0.1002515066
[13,]  0.025607004  0.03886882  0.005657826 -0.07508674 -0.0340531856
[14,]  0.123961049 -0.01366418  0.022267938 -0.01041574  0.0914023224
[15,] -0.040294131 -0.08514468  0.006396364 -0.08355764  0.0079054171
[16,] -0.026311980 -0.07491128  0.081033426  0.02390104  0.1014061730
[17,] -0.029068038 -0.09438228 -0.059255763  0.02432249  0.0211350094
[18,] -0.072369894 -0.01602430 -0.027543503 -0.07196006  0.0003268351
[19,] -0.018022755 -0.04151475  0.017232068 -0.02060042  0.0871969545
[20,]  0.088961348  0.03152774  0.020416209  0.05102419 -0.0125270651
[21,]  0.009481055  0.02373673  0.076218644 -0.00327859  0.0691162428
           reps 11       reps 12     reps 13      reps 14      reps 15
 [1,]  1.348258669 -0.6760431776 -2.19066366 -0.319534010 -0.485978432
 [2,] -0.489243565 -0.5953587320 -0.15401992  0.497927663  0.408957145
 [3,] -0.164695175  0.5670264512  0.16197003  0.118512838  0.095655144
 [4,]  0.060489328  0.3286969049  0.07065362  0.197035677  0.068961700
 [5,]  0.144215513  0.3716177698 -0.06089106 -0.007404783  0.104889903
 [6,]  0.099501686  0.2345463785 -0.01098146  0.012987219 -0.246155211
 [7,] -0.075656077 -0.0005564378 -0.06441189 -0.260961930  0.234467431
 [8,] -0.172128375 -0.1315213352 -0.24067824  0.030530956 -0.090818515
 [9,] -0.022409359 -0.1204068355  0.02459453 -0.057594797  0.068593917
[10,]  0.005861512  0.2065477998 -0.03069114 -0.182272490 -0.131819035
[11,] -0.064074756  0.0836239171  0.08980516 -0.002272843 -0.043749712
[12,] -0.052257979  0.0041230716 -0.10043387  0.113974508  0.114291316
[13,]  0.041283627  0.0411752533  0.02640816  0.074182669  0.024580795
[14,] -0.030633780 -0.0327641042  0.01438085  0.021445929  0.022417276
[15,] -0.038678486  0.0514135818 -0.04341366 -0.121288269  0.165075072
[16,] -0.120605252 -0.0284886527 -0.07456082  0.056591700 -0.041679471
[17,]  0.026594582  0.0788007950  0.09022324  0.053401475  0.099947931
[18,]  0.054251056 -0.0303685456 -0.08756148  0.059007434  0.063885881
[19,] -0.071277671 -0.0041776138 -0.10776555  0.006415121  0.129087189
[20,]  0.028591178  0.0170913526 -0.03280418 -0.023014617  0.027984835
[21,] -0.014583870  0.0456681695  0.06394053 -0.039742474  0.002870273
           reps 16     reps 17       reps 18       reps 19      reps 20
 [1,] -0.200041114  2.02118159 -1.3680277622 -1.3090491916  1.062471402
 [2,] -0.069137584  0.30620604  0.2009916376 -0.0353230778 -0.150310094
 [3,] -0.027945368  0.31871824 -0.1424505050  0.3551313354 -0.266394452
 [4,] -0.180208143  0.14281959 -0.4820305815  0.5354292661 -0.433104995
 [5,] -0.036202438 -0.17786152  0.2203806636 -0.1753204745  0.383232317
 [6,]  0.193672155  0.01996388  0.0298347670 -0.1667778248  0.332468047
 [7,]  0.122595927 -0.02796653  0.0316222284  0.0788272109 -0.075813637
 [8,] -0.110774126 -0.06839021  0.0937211357 -0.0745687302  0.068680590
 [9,] -0.129604040  0.05092362 -0.0172600105  0.1901211054  0.082975109
[10,] -0.151170735  0.14118425 -0.0071843870 -0.0087077894  0.100572537
[11,] -0.027117344 -0.09893170  0.1670528185  0.0076240882 -0.002240903
[12,] -0.057113005  0.08146501  0.0506188213 -0.0002991054  0.118050919
[13,] -0.005966248  0.17309949 -0.0061201285  0.0292544596  0.089103318
[14,]  0.003095865  0.05671293 -0.0031811774 -0.0517734140  0.001387014
[15,] -0.048954428  0.08775873  0.0530111628  0.1524157384 -0.085228666
[16,]  0.095105484  0.00354421 -0.0162429833 -0.0209357406 -0.065374827
[17,]  0.056577639  0.11586020  0.0126256803  0.0619494198  0.093313051
[18,] -0.022785741  0.03607352 -0.0280097250  0.0437754796 -0.017437956
[19,]  0.124911191  0.06447034 -0.0036643852 -0.0042890502  0.001189580
[20,] -0.036763935 -0.02627920  0.0164578416 -0.0617379866 -0.043050625
[21,]  0.053918466 -0.03030680  0.0005563996  0.0008772197  0.116960288
           reps 21     reps 22      reps 23      reps 24      reps 25
 [1,]  0.681084584 -0.60895494  0.877211381  1.770890934  0.337398576
 [2,] -0.468076543 -0.70257828 -0.125490575 -0.523829711  0.256674136
 [3,] -0.110184874  0.25228387  0.496009779 -0.168857384 -0.721537018
 [4,] -0.317455271  0.22384936 -0.356651812  0.467370914 -0.078139549
 [5,] -0.054304333  0.02228441 -0.156913818 -0.023428473  0.098087347
 [6,] -0.004988594  0.18359625  0.032499022  0.154825473 -0.062756206
 [7,] -0.134149472 -0.23152894 -0.016078573 -0.107060109 -0.036525413
 [8,] -0.181675475 -0.03812634 -0.020258414 -0.237028215  0.001426834
 [9,] -0.102951735 -0.07184343  0.150061499  0.002301122  0.061640275
[10,] -0.013062425 -0.12007941  0.022205753 -0.112255114 -0.128687120
[11,]  0.039669879  0.04638522 -0.008520392 -0.073582170 -0.122975682
[12,] -0.191587571  0.14965579  0.005058220 -0.069052482  0.020993699
[13,] -0.106881622 -0.03020174  0.021687643  0.041215296 -0.012733787
[14,] -0.174749963 -0.10431555 -0.073444668 -0.146920125  0.101490743
[15,] -0.133010674  0.03450801  0.023573348 -0.043832854 -0.084255918
[16,]  0.090856959 -0.04818757 -0.018968893 -0.009002773 -0.004588379
[17,] -0.064552859 -0.04705529 -0.026341040  0.007243378  0.034370025
[18,]  0.002553378 -0.02045640 -0.010523356 -0.060173399 -0.054326486
[19,] -0.086773377 -0.03203628  0.032890573  0.027376031  0.047134168
[20,] -0.033670429 -0.02595487 -0.017354222 -0.085757957 -0.059029946
[21,] -0.018623238  0.02739150  0.055982489  0.047924127 -0.039995777
           reps 26      reps 27      reps 28     reps 29     reps 30
 [1,] -0.473141906 -1.557368490  0.050029537 -0.16690414  0.35828569
 [2,]  0.283539482  1.051550347  0.614537338  0.28489018 -0.12324265
 [3,]  0.427640933 -0.055511933  0.536989180 -0.57078871 -0.16897759
 [4,]  0.130219148 -0.244188828 -0.017479427 -0.06502343 -0.08288006
 [5,] -0.005674356  0.021463174  0.181523217  0.04919195  0.22690720
 [6,] -0.080355355  0.081467991 -0.026852670 -0.18906677  0.13924174
 [7,] -0.073214710 -0.039532458 -0.046034856  0.06963715  0.18828507
 [8,] -0.219509722 -0.029458860  0.110908163 -0.09956184  0.01383884
 [9,] -0.058421685  0.048231979 -0.183379005  0.09233923  0.14182017
[10,]  0.099643890 -0.056542897  0.008707944  0.12171247 -0.06209737
[11,]  0.027910019  0.186968053  0.277422706  0.04363846 -0.03143418
[12,] -0.039614971 -0.111821679 -0.114675909 -0.02190735  0.08132622
[13,]  0.003754567 -0.035685376  0.106956308  0.07829592 -0.03956139
[14,]  0.143703902 -0.054208281 -0.113185779  0.01780609 -0.14771509
[15,] -0.055671182  0.168207974 -0.031749002  0.02403759  0.08879888
[16,] -0.092970378 -0.108122197 -0.069470083  0.04206534  0.07303207
[17,]  0.067816898  0.039632107  0.122637493 -0.02968015 -0.07070430
[18,] -0.047480725  0.001538122  0.004080796  0.04352929  0.05058018
[19,]  0.021563207 -0.059945541  0.040321224 -0.04103352  0.02374477
[20,] -0.067328247  0.025698515 -0.013811275 -0.03972620 -0.07962080
[21,] -0.068718864 -0.048854716  0.061293270 -0.02300987 -0.06291381
           reps 31       reps 32      reps 33      reps 34      reps 35
 [1,] -0.287144752  1.1545720041  1.228052412 -0.184109771 -0.398533102
 [2,] -0.258617334 -0.0851394531  0.433825875  0.126358987 -0.620598235
 [3,] -0.185328730  0.3499516385 -0.161441224 -0.706508871  0.179725135
 [4,] -0.008547788 -0.1247229294  0.076591082 -0.259610053  0.060589985
 [5,] -0.277072089  0.1817861976 -0.444357072 -0.404377254  0.037395479
 [6,] -0.012136594  0.0500114364 -0.071862868  0.199420377 -0.042864667
 [7,] -0.130895034 -0.0761253752 -0.071136540 -0.012283740  0.046953566
 [8,] -0.170557756 -0.0116944363  0.105118281 -0.101672665  0.166018624
 [9,] -0.036937723  0.0804433677 -0.052546743 -0.070254891  0.017951691
[10,] -0.005361520  0.0063927109 -0.021097324  0.040283312  0.068014741
[11,] -0.232832139 -0.0325343209  0.086512813 -0.213965065 -0.019303803
[12,] -0.119254156  0.2061661880 -0.001280029  0.044185976 -0.009372062
[13,] -0.079708834  0.0493258219  0.011810449  0.004448739  0.061890980
[14,]  0.030351554 -0.1391106289 -0.002629701 -0.066050704  0.115689944
[15,] -0.040016837  0.0003136099 -0.037648581 -0.072787536 -0.070529983
[16,]  0.058060175  0.1041587136 -0.079222946 -0.007171472  0.047659767
[17,]  0.077819580 -0.1436647686  0.089170105  0.002418602 -0.047241334
[18,]  0.041961841 -0.0335568240 -0.026839827 -0.007654579 -0.049957166
[19,]  0.112986526  0.0610764817 -0.010642769  0.002785274 -0.057011562
[20,] -0.045137559  0.1080773360 -0.142944773 -0.010360144  0.020279423
[21,]  0.049469096  0.1827629515 -0.027162520  0.009471037  0.019242381
           reps 36      reps 37       reps 38      reps 39      reps 40
 [1,]  1.344199950  1.121760170  0.7763306107  0.449933292 -1.903755523
 [2,] -1.183283744  0.703265398  0.1359948366  0.236881278 -0.035098846
 [3,] -0.154689058  0.013512085  0.0017412098  0.171875339  0.574182543
 [4,]  0.075020513 -0.112639349 -0.2012617268  0.087382608 -0.196088823
 [5,] -0.099624244 -0.246004269  0.1122332261  0.016012631 -0.062822256
 [6,] -0.204883457 -0.230446141 -0.0158672284 -0.147732171  0.343325040
 [7,] -0.054945723 -0.167614740  0.0528491248  0.017013399 -0.022009580
 [8,] -0.203515863  0.195729772 -0.1937143933 -0.050342484  0.050061916
 [9,] -0.049023725 -0.111086173 -0.0986885185 -0.130955546 -0.021973823
[10,] -0.015740988  0.007228897  0.0558469851  0.079645945  0.118812618
[11,]  0.039638009 -0.023316709  0.0006423088 -0.078508247  0.056507425
[12,] -0.102178066 -0.100060534 -0.0439454158 -0.066993409  0.135024451
[13,] -0.013804067  0.032316663 -0.0754691697 -0.023039282  0.012726992
[14,] -0.087442373  0.074823908  0.0782080106 -0.027894048 -0.036200175
[15,]  0.006602678 -0.062937805  0.0410658129 -0.057306617 -0.036202557
[16,]  0.014652736 -0.054148870  0.0342263843  0.027415305 -0.119253879
[17,]  0.018729903 -0.077143793  0.0176598490  0.003322646 -0.052443957
[18,] -0.032616695  0.045020512 -0.0388709252  0.042983820 -0.031848232
[19,] -0.013526678 -0.001875315  0.0035798749  0.057707234  0.083069273
[20,] -0.054165074  0.062556992 -0.0669032818  0.042621748 -0.040441868
[21,] -0.081473560 -0.079741352 -0.0062919522 -0.026864115  0.009000333
            reps 41      reps 42      reps 43      reps 44      reps 45
 [1,]  0.0251890907  0.824805231 -0.528932821 -0.039835000  0.312751144
 [2,]  0.3741712924  0.427830961 -0.465085865  0.167724069 -0.557215230
 [3,]  0.1458323757 -0.137005096 -0.039091031  0.284599006  0.463245270
 [4,] -0.3436070310 -0.161575636 -0.165666767  0.245055718  0.125506057
 [5,] -0.0294212907  0.013396599 -0.032914484  0.101939416  0.068913835
 [6,]  0.1700708678  0.019615583 -0.134157539  0.108028037  0.349179835
 [7,] -0.0010286422 -0.005003578 -0.185016500 -0.049326817 -0.087077825
 [8,]  0.2731259900 -0.232033999 -0.093365906  0.048075543 -0.087623588
 [9,]  0.0156269169  0.134715226  0.008747704  0.037166395 -0.080878959
[10,]  0.0774992200  0.024570252  0.031718624 -0.019104939 -0.065331988
[11,] -0.1068498509 -0.012833087  0.121221141 -0.062029106  0.169976666
[12,] -0.0978451278  0.028533913 -0.018414898  0.050925133  0.022236801
[13,]  0.0230581529  0.061566561 -0.028064356  0.057705304  0.088064181
[14,] -0.0463043871  0.112629257 -0.038043898  0.053914875 -0.080074999
[15,] -0.0596628464 -0.014703200 -0.009164118 -0.051703492  0.045437234
[16,] -0.0400597527  0.032479086  0.003767216 -0.112498152  0.035434585
[17,] -0.0452293301  0.045874262  0.125325744  0.005263221 -0.005149314
[18,]  0.0220714555 -0.066059841 -0.039214546  0.008125225 -0.062272615
[19,]  0.0277481013  0.039449748 -0.001960055 -0.007471809 -0.035740961
[20,]  0.0004409547 -0.115831854 -0.088966409  0.026787318 -0.007445927
[21,] -0.0388815921 -0.079833186  0.005626294  0.028140849  0.009206126
           reps 46       reps 47     reps 48      reps 49      reps 50
 [1,]  0.823342524 -1.1254142887  0.43679141  1.164586934 -0.051691063
 [2,]  0.581406109  0.6984924658  0.73771890 -0.293386297  0.190202324
 [3,]  0.781529942 -0.1451150084  0.30120921  0.077485815  0.459905580
 [4,] -0.040891022 -0.0035256121 -0.28686426  0.222968021  0.360270196
 [5,]  0.108051357  0.1877995540 -0.05020473  0.278747484 -0.002777298
 [6,] -0.045333472 -0.1166968121  0.04680736 -0.303072048  0.233980904
 [7,]  0.036720815  0.1136189695  0.26073229  0.149319991  0.073478078
 [8,] -0.031454450  0.0860553533 -0.19944392  0.083507133 -0.000400719
 [9,]  0.024368346 -0.0057910222 -0.11448230 -0.009410883 -0.045083466
[10,]  0.013466108 -0.0412295662  0.04005892 -0.079922224 -0.040899644
[11,] -0.101176877  0.0283202554 -0.04556450  0.022184448  0.042982985
[12,] -0.021862800  0.0267070005  0.06720447 -0.078192248  0.021273785
[13,]  0.023636190  0.1149443687 -0.07513798  0.009528689 -0.073238586
[14,]  0.004877041  0.0185966908 -0.16103628 -0.047041747  0.117243020
[15,] -0.008106653  0.0476761919  0.05025383 -0.059612812  0.121576712
[16,] -0.099769375  0.0589991474 -0.04727452 -0.003499916 -0.058684750
[17,] -0.004848810 -0.0221842740 -0.07211731  0.021336931 -0.056581126
[18,]  0.106892672  0.0161933389 -0.01055950  0.025001699  0.054269288
[19,]  0.024288495 -0.0136527924 -0.01730412  0.006437437 -0.008965076
[20,] -0.023068244  0.0245833118 -0.06836772  0.105565108 -0.006849836
[21,] -0.008667905  0.0001465441 -0.06978371 -0.013674270 -0.002972539
          reps 51      reps 52     reps 53      reps 54       reps 55
 [1,]  0.85513515 -0.402873109  1.10604085  1.216054868  0.4257583884
 [2,]  0.23920061 -0.190941646 -0.24376577  0.315345404 -0.4877270807
 [3,]  0.30871767 -0.482055776  0.60225403 -0.203971891 -0.4294917194
 [4,] -0.04841978 -0.165802481 -0.41644694 -0.488092984 -0.2512923879
 [5,]  0.19128031 -0.109374044 -0.24302110 -0.083845031  0.0762639827
 [6,]  0.21199677 -0.005397031  0.11080704  0.012607867  0.0003722186
 [7,]  0.17510447  0.270117644  0.11767176  0.191024850 -0.0935798847
 [8,] -0.06184728 -0.131329954  0.28030061 -0.098630655 -0.1155043430
 [9,]  0.11113365 -0.144985106 -0.20123837  0.121094406 -0.1073474247
[10,] -0.09406092 -0.105179198  0.05661958  0.142983278  0.0260964938
[11,] -0.04613775 -0.127654443 -0.01327835  0.147440624 -0.0307917631
[12,] -0.07852543  0.055021841  0.06195682  0.015872655 -0.0188596593
[13,]  0.12460836 -0.066804801  0.03363148  0.060169881 -0.0271608287
[14,] -0.02504776 -0.180175650  0.06765698  0.081631657 -0.0360441132
[15,]  0.03706325 -0.016092068  0.06679622  0.040660067 -0.0599960052
[16,]  0.03851876  0.075677416 -0.07621619 -0.077784294  0.0267669577
[17,] -0.03010460  0.007899614  0.08373879 -0.024386962  0.0795645643
[18,]  0.04067913 -0.002118221 -0.08021211 -0.035530858 -0.0257458404
[19,] -0.05083828  0.026327417  0.07609737 -0.055055567  0.0339328656
[20,]  0.01518470 -0.026408792 -0.02443806 -0.049183471  0.0754231948
[21,]  0.05870864  0.025966297 -0.01198678  0.001105966 -0.0368628064
            reps 56      reps 57      reps 58      reps 59       reps 60
 [1,]  0.2087520262  0.268184148  0.252555856 -0.164197518 -1.1315568719
 [2,] -0.4219752027 -0.690080477 -0.209804862  0.595615788 -0.7162890549
 [3,]  0.2501614454 -0.627717720  0.150793870  0.059384433  0.1644613742
 [4,]  0.1519670813 -0.022273187 -0.060663315 -0.057157604 -0.2950731875
 [5,] -0.1065277065 -0.219172320  0.106360137  0.329155742 -0.2561281420
 [6,]  0.0003111996 -0.061616844 -0.128483559  0.164595447  0.0515244056
 [7,] -0.1029168162 -0.157885360  0.014556834  0.120195314 -0.0349940444
 [8,]  0.0791616300 -0.063154423  0.022160667 -0.146163527 -0.0843521021
 [9,] -0.0652994003 -0.139186164 -0.073100923  0.014108458  0.0443455938
[10,]  0.1978218546 -0.079559837  0.091362028  0.075434868  0.1222211475
[11,]  0.0321973316  0.042242022 -0.060704346 -0.181161999  0.0807573147
[12,]  0.0203787906  0.051017250 -0.001388603  0.033823044  0.0938672871
[13,]  0.0498244501  0.018900824 -0.185353508 -0.172557249 -0.0240163287
[14,] -0.0263684386  0.024911719 -0.034524540 -0.001328483  0.0375416849
[15,] -0.0567787902 -0.009865055  0.018878097  0.052159475  0.0638546469
[16,] -0.0393127526 -0.014104143 -0.014712611 -0.081004263  0.0315571444
[17,] -0.0857946339  0.023444332  0.050397251 -0.031381967  0.0131898010
[18,] -0.1465900441 -0.068212618  0.118462764  0.125968511 -0.0009346865
[19,]  0.0292989172  0.054743821 -0.004493170 -0.046952509 -0.0888139253
[20,] -0.0689091872  0.126522912 -0.055937125 -0.027051296 -0.0580001876
[21,] -0.0155867328  0.041427800 -0.030890780 -0.010584378  0.0615266605
          reps 61      reps 62     reps 63      reps 64     reps 65
 [1,]  0.88332131  1.535404405  0.23706158  0.597311903  1.77831878
 [2,]  0.77580862 -0.569391576 -0.61909252 -0.089954768 -0.25677623
 [3,]  0.11765790  0.042042655  0.05514058 -0.308886740 -0.37516746
 [4,] -0.16344182  0.193832367  0.12676414 -0.131467459 -0.11138256
 [5,] -0.50342908 -0.459908860  0.11967951 -0.160742463  0.12120954
 [6,] -0.23290921 -0.458337823 -0.09044811 -0.096303465  0.19131248
 [7,] -0.22564698 -0.052883464 -0.13516037  0.149433040 -0.10311161
 [8,]  0.13026120 -0.007499459  0.01163657 -0.053922718  0.22707156
 [9,] -0.21194842  0.092720810 -0.02925261  0.016870800  0.08567993
[10,] -0.08577315  0.142539643 -0.11245244  0.035518807  0.12828914
[11,]  0.04537120  0.015829985 -0.07708897 -0.137362462 -0.08699707
[12,] -0.08008480 -0.053043135 -0.01133628 -0.061923640  0.03829543
[13,] -0.01817736  0.059477946 -0.09739468  0.019338733  0.13025383
[14,] -0.15916020  0.035017873  0.02858069 -0.012338325  0.11206233
[15,]  0.07749054 -0.012249032  0.10526508  0.002332991  0.07327338
[16,]  0.10112370 -0.008153017  0.02259750  0.083212685 -0.10371477
[17,] -0.04876659  0.022289365 -0.04060017  0.072131138  0.07730071
[18,] -0.11906120  0.020997285 -0.04803243  0.007524742 -0.09820265
[19,] -0.04843122  0.026380043 -0.07996851 -0.047441367  0.03510652
[20,] -0.00697516 -0.030788183 -0.02130973  0.091164404  0.10773822
[21,]  0.01322262  0.030134545  0.01965479 -0.019145743 -0.07876339
           reps 66      reps 67      reps 68      reps 69      reps 70
 [1,] -0.472019300 -0.252889446 -0.074594832  0.794801673 -0.411163589
 [2,] -0.519496715 -0.227846212 -0.079271971 -0.765372705 -0.188610244
 [3,] -0.093672979  0.342090159  0.059589808  0.403674192 -0.131971287
 [4,] -0.210386661  0.136411003  0.019497242  0.037591494  0.117584963
 [5,]  0.236563637  0.071085115  0.004806125 -0.077406920 -0.116960155
 [6,] -0.139374947 -0.161545059  0.051691205 -0.103641319  0.148141402
 [7,]  0.029862598  0.048366546 -0.152118329 -0.022560831  0.059709083
 [8,] -0.008947850  0.011528174 -0.156958989  0.105247218 -0.015335898
 [9,] -0.027091737  0.088625770 -0.001993649 -0.073597186 -0.069022098
[10,]  0.088707661 -0.024118895  0.024948871  0.041427911 -0.047003069
[11,]  0.022924951  0.009589053 -0.129472465 -0.067559463 -0.043520856
[12,] -0.159575828 -0.109070435  0.046429281  0.094564042 -0.055850095
[13,] -0.128851961  0.096629472 -0.035255314 -0.035296832 -0.011637980
[14,] -0.047192217 -0.004335943  0.128690164  0.111905299  0.022065259
[15,] -0.149206774 -0.015152597  0.090964361  0.052259913 -0.041189355
[16,] -0.018363793  0.050694571  0.042867037  0.058043236  0.045783499
[17,] -0.048388471 -0.018801501 -0.031974702  0.006914099  0.077309080
[18,]  0.058017561  0.012269332  0.180663106  0.022076579 -0.064725452
[19,] -0.006231278  0.004874712  0.010555361 -0.034180310  0.074378573
[20,]  0.047379997  0.060183942  0.035761058  0.036877663 -0.033565511
[21,]  0.031009008 -0.043107287  0.059787614  0.049411582 -0.002499805
            reps 71      reps 72      reps 73     reps 74     reps 75
 [1,]  0.6468423429 -0.833779813 -1.113189069  2.85066121  0.24933446
 [2,]  0.4114934481 -0.440195485 -0.769715864 -0.15658349  0.19911573
 [3,]  0.0684963158  0.088569447 -0.112032256 -0.49549690 -0.19849868
 [4,] -0.2431924595  0.034842868  0.268768445  0.65545048 -0.15471777
 [5,] -0.0662091427  0.182598569 -0.116300400 -0.12259045  0.18192102
 [6,] -0.0430813077  0.330804541 -0.021115997 -0.25159007  0.03895105
 [7,]  0.0616952722 -0.013529610 -0.051745855  0.09095135  0.14544733
 [8,]  0.3205273653  0.218651515  0.050302910  0.21874675  0.18172485
 [9,]  0.0517763589 -0.129055786  0.149674393  0.06206297 -0.05447049
[10,]  0.0180602697 -0.078063999  0.213413986  0.01012952  0.11324174
[11,] -0.0072033301 -0.053015462  0.029316956  0.04652115  0.14334379
[12,] -0.0342796745  0.089649191 -0.078488153 -0.04082911 -0.12055100
[13,]  0.1381284812  0.051995554 -0.148703598  0.05218369  0.05057332
[14,] -0.0397358079 -0.074270375  0.102836499  0.04292211 -0.01646637
[15,] -0.1059337828 -0.006557851 -0.002615474  0.03948199 -0.08439991
[16,]  0.1329853903  0.005473788  0.009266853  0.02650463  0.03446014
[17,]  0.0933982526  0.016964582 -0.042529680 -0.05228655  0.04870701
[18,]  0.0629602870 -0.034414645 -0.022657724  0.07185497 -0.08730465
[19,] -0.0000806159 -0.018416311 -0.047157902 -0.03981731 -0.00703067
[20,]  0.0090274597  0.023646011  0.064914325 -0.00437052 -0.17636892
[21,]  0.0283220111 -0.089979004 -0.014610081 -0.06554363 -0.02173509
           reps 76      reps 77      reps 78      reps 79      reps 80
 [1,]  0.243140799 -0.208535465 -0.826243161 -1.740802685 -0.680307015
 [2,] -0.384918465 -0.226486909 -0.325640949  0.280330754  0.007946273
 [3,] -0.163405384  0.272536929 -0.252149214 -0.742850090 -0.106210095
 [4,]  0.428887984  0.102791446 -0.021452963  0.016799359  0.099451973
 [5,] -0.036781232 -0.373822604  0.130820735 -0.449209314  0.191097299
 [6,] -0.190944667 -0.194426297  0.123788914  0.101872240 -0.168051363
 [7,]  0.013612301  0.257713362 -0.070576564  0.127331150  0.009322529
 [8,]  0.104063275  0.100278297  0.092495570 -0.254093231  0.100536147
 [9,]  0.071495233  0.212665051 -0.075294946 -0.012433299 -0.038592461
[10,]  0.241275731  0.087032946 -0.291560227  0.089460887  0.269677292
[11,] -0.002528147  0.071560119 -0.021841813 -0.004919605 -0.015359303
[12,]  0.043685362 -0.125954605  0.010513260 -0.152664526 -0.170568079
[13,] -0.005180993 -0.067205217  0.112608416 -0.052227128 -0.080157243
[14,]  0.206152958 -0.066413859 -0.014875175 -0.042963925  0.040953261
[15,]  0.013750782 -0.004137494 -0.081628801  0.099453917  0.189982990
[16,]  0.075635807 -0.022252509  0.049786939  0.063134360 -0.009094586
[17,]  0.048573829 -0.009075619  0.008176145  0.025072197  0.023088564
[18,] -0.013026978 -0.028415687 -0.056966181 -0.013736874 -0.018624529
[19,] -0.079530857  0.049292291  0.198664385  0.013341898 -0.094413947
[20,]  0.098561187 -0.039556164 -0.019463689  0.022640493  0.028581423
[21,] -0.077220346  0.056072473  0.099503771  0.011343884 -0.010812758
           reps 81      reps 82      reps 83      reps 84      reps 85
 [1,]  0.511542824  0.755422341  0.533314960  0.244835806 -2.260863692
 [2,]  0.140393611  0.171635391 -0.301761899  0.053491380  1.065191400
 [3,] -0.050926328 -0.012363279 -0.049892768  0.089869513 -0.775317296
 [4,]  0.060810512 -0.108358761 -0.059510714 -0.195252552 -0.104678562
 [5,] -0.068526818  0.233458037 -0.133810547 -0.211544920  0.168118634
 [6,] -0.007798064  0.061792651  0.294321832  0.302410034 -0.042213232
 [7,]  0.142108313  0.386235366 -0.193190883 -0.084008599  0.092073560
 [8,] -0.079732217 -0.338713572  0.038239676  0.089505213 -0.010411286
 [9,]  0.110521383 -0.035093757  0.203710110 -0.110237055  0.034361338
[10,] -0.131837213 -0.106344541 -0.046664672  0.126047708  0.004591720
[11,] -0.035548483 -0.025039982 -0.054806820 -0.184752508 -0.020612138
[12,]  0.119851484  0.105557129 -0.013351730  0.117876897  0.175349827
[13,]  0.057800820  0.112895053 -0.013582638  0.035511136 -0.140767498
[14,]  0.092903244 -0.154021548 -0.064538961 -0.034855228 -0.018247368
[15,]  0.030911362  0.034355790  0.046507622  0.143285001  0.048394721
[16,] -0.065855807 -0.009707454 -0.020898453  0.008937909 -0.046021458
[17,] -0.050939717  0.036427035 -0.028640485 -0.012111321  0.072339038
[18,] -0.024501500 -0.078352576 -0.059809066  0.056611570  0.081534218
[19,]  0.003298638 -0.033540843 -0.035171334 -0.014771030  0.056745834
[20,] -0.022513338  0.005030173 -0.004604731  0.085109970 -0.002691458
[21,]  0.036415956 -0.103475658 -0.101468034 -0.024864298 -0.070445293
           reps 86      reps 87      reps 88      reps 89      reps 90
 [1,]  1.608033498 -1.271149130 -1.524379542  0.071193470 -0.814142892
 [2,] -0.372212976  0.324416934 -0.490892809 -0.060552511  0.030355785
 [3,]  0.357054714  0.345950903  0.196333614  0.204864886  0.018705124
 [4,]  0.138115945 -0.290075088  0.014014898  0.056443578  0.232592299
 [5,] -0.116384455  0.302924942 -0.165645433 -0.375694223  0.065213950
 [6,]  0.160381692 -0.279386530 -0.061378638 -0.227886693  0.156173668
 [7,]  0.063894162  0.110281927  0.100728390 -0.109297917  0.081678887
 [8,]  0.198749693  0.166999512 -0.112912896  0.041823139 -0.017582698
 [9,]  0.093190156  0.086593666  0.117847324  0.020314391  0.125432569
[10,]  0.179515156  0.030150484 -0.038287176  0.041699420 -0.087305180
[11,] -0.091003204  0.106817620 -0.125534114  0.052050925  0.031419143
[12,]  0.145503068  0.011733761 -0.087062346  0.039764847  0.033755788
[13,] -0.021902350 -0.032553680  0.003384881 -0.043944327  0.023025611
[14,]  0.021630741  0.063748573 -0.004409469 -0.006826602  0.031026694
[15,]  0.007983047 -0.052902847  0.108026692 -0.068587342 -0.006028704
[16,]  0.190136500 -0.049779149 -0.094982113  0.017814621  0.095202376
[17,]  0.001722943  0.074284942  0.002838286  0.014393001 -0.016124219
[18,] -0.055175037 -0.079555427 -0.008014333 -0.074513149  0.078642110
[19,] -0.023073975 -0.002638481 -0.059462077 -0.026832029 -0.014692967
[20,]  0.046883284 -0.041781286 -0.082063318  0.003693553 -0.084823688
[21,]  0.050239898  0.051270208 -0.016319085 -0.092511379 -0.007154984
           reps 91      reps 92      reps 93     reps 94     reps 95
 [1,]  0.589723040  1.491245540 -0.375122773  0.65179007 -0.69852229
 [2,] -0.279507648  0.155891973 -0.147999082  0.23295274 -0.67577628
 [3,]  0.196967268  0.370345763 -0.145278014  0.19992229  0.37028106
 [4,] -0.019258406  0.068090892 -0.255480626 -0.43584683 -0.29504197
 [5,]  0.039159480 -0.136862058 -0.069323884 -0.25804664  0.03358976
 [6,] -0.020505642 -0.264479987 -0.025709526 -0.02352443 -0.11432199
 [7,]  0.040173920 -0.004092548  0.142069111 -0.02372437 -0.04263084
 [8,]  0.156147546  0.077839777 -0.025020372  0.13712490 -0.12026365
 [9,] -0.103344019 -0.018044237  0.113719698 -0.22059616 -0.25036646
[10,]  0.039562541  0.163023768  0.031806612  0.07504372  0.07297959
[11,] -0.018742988  0.039895829  0.229268893  0.11945830  0.11732652
[12,]  0.150410570  0.032821655  0.074625557  0.05231389 -0.04848057
[13,] -0.013828864 -0.072609328  0.001691838 -0.15906185  0.05989396
[14,] -0.083131548 -0.046663340 -0.026154535  0.02595396  0.08775669
[15,] -0.033776689  0.042397496 -0.008569808 -0.04709141  0.01744694
[16,] -0.099370796  0.085735892  0.106149419 -0.01593470  0.00784225
[17,] -0.072455882  0.134530665 -0.045055271 -0.03603646 -0.02403644
[18,]  0.126663950 -0.017837692 -0.026116256  0.04148801  0.04624465
[19,] -0.030803180 -0.033372555  0.043087562  0.02425513  0.01547647
[20,]  0.072328356 -0.033617691  0.010983691 -0.11857657  0.01613583
[21,]  0.004483739  0.130265652 -0.009822920 -0.03890059 -0.01902656
           reps 96      reps 97      reps 98      reps 99     reps 100
 [1,]  0.910516622 -1.174860742  0.681920416  0.648119346  1.513405920
 [2,] -0.332109712  0.177688138  0.013930868 -1.536807924 -0.910124392
 [3,] -0.095609939  0.577252149 -0.284826456  0.318350595 -0.274999303
 [4,] -0.056900063  0.510774036  0.552185761  0.239124461 -0.095389822
 [5,]  0.051900964  0.133650558 -0.039888318  0.139144803 -0.387747660
 [6,] -0.031328625 -0.005369524  0.030812333 -0.025113398  0.055537657
 [7,] -0.201756480  0.406958806  0.074738687 -0.046574534 -0.081909257
 [8,] -0.104431235 -0.013993232 -0.132894191 -0.004655682  0.031380558
 [9,] -0.055617077 -0.040744632  0.024562643  0.038997445  0.095446234
[10,]  0.025934557 -0.130770507  0.072764129 -0.094878475  0.018801487
[11,] -0.055578940  0.177529180  0.068701105 -0.047940596 -0.060517476
[12,]  0.087301136  0.011349532  0.168264488 -0.156636350  0.099244163
[13,]  0.004305868  0.113891556  0.028152475 -0.003305667  0.092085425
[14,]  0.018108496 -0.104419470 -0.005368291 -0.028628732 -0.050615371
[15,]  0.105656667 -0.040336146  0.131017846 -0.096366639 -0.002685974
[16,]  0.041706787 -0.054365560 -0.030428942  0.036377801  0.070389315
[17,]  0.105511681 -0.054055473  0.015988762 -0.062491935 -0.041631054
[18,]  0.126663929 -0.052536833  0.018729326  0.031043199  0.037846262
[19,] -0.025222560 -0.044658967  0.163294702  0.015526354 -0.054075692
[20,] -0.041338257  0.084535403  0.075494208  0.065973433 -0.159167585
[21,] -0.028154569  0.051661838  0.050342554  0.008584656 -0.005440235

$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.