power.equivalence.md.plot: Plot power of Two One-Sided Tests Procedure (TOST) for...

Description Usage Arguments Value Author(s) References Examples

Description

A function to plot the power of the two one-sided tests prodedure (TOST) for various alternatives. (See also package equivalence, function tost.)

Usage

1
power.equivalence.md.plot(alpha, logscale, theta1, theta2, sigma, n, nu, title2)

Arguments

alpha

alpha level for the 2 t-tests (usually alpha=0.05). Confidence interval for full test is at level 1- 2*alpha

logscale

whether to use logarithmic scale TRUE or not FALSE

theta1

lower limit of equivalence interval

theta2

upper limit of equivalence interval

sigma

sqrt(error variance) as fraction (root MSE from ANOVA, or coefficient of variation)

n

number of subjects per treatment (number of total subjects for crossover design)

nu

degrees of freedom for sigma

title2

Title appearing at bottom of plot

Value

power

Plot of power of TOST (probability that (1-2*alpha) confidence interval will lie within (theta1, theta2) given sigma, n, and nu. Also returns matrix of 201 differences between theta1 and theta2 as first column, and power values corresponding to n for other columns.

Author(s)

Kem Phillips; kemphillips@comcast.net

References

Diletti, E., Hauschke D. & Steinijans, V.W. (1991) Sample size determination of bioequivalence assessment by means of confidence intervals, International Journal of Clinical Pharmacology, Therapy and Toxicology, 29, No. 1, 1-8.

Phillips, K.F. (1990) Power of the Two One-Sided Tests Procedure in Bioquivalence, Journal of Pharmacokinetics and Biopharmaceutics, 18, No. 2, 139-144.

Schuirmann, D.J. (1987) A comparison of the two one-sided tests procedure and the power approach for assessing the equivalence of average bioavailability, Journal of Pharmacokinetics and Biopharmaceutics, 15. 657-680.

Examples

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## Not run: 
# Suppose that two formulations of a drug are to be compared 
# on the regular scale using a two-period crossover design, 
# with theta1 = -0.20, theta2 = 0.20, rm(CV) = 0.20, and 
# we choose 
n<-c(9,12,18,24,30,40,60)

# corresponding to 
nu<-c(7,10,16,22,28,38,58)

# degrees of freedom.  We need to test bioequivalence at the 
# .05 significance level, which corresponds to having a .90 confidence
# interval lying within (-0.20, 0.20). This corresponds to 
# Phillips (1990),  Figure 3.  Use

power.equivalence.md.plot(.05, FALSE, -.2, .2, .20, n, nu, 'Phillips Figure 3')

# If the formulations are compared on the logarithmic scale with 
# theta1 = 0.80, theta2 = 1.25, and 

n<-c(8,12,18,24,30,40,60)

# corresponding  to 
nu<-c(6,10,16,22,28,38,58)

# degrees of freedom. This corresponds to Diletti, Figure 1c. Use

power.equivalence.md.plot(.05, TRUE, .8, 1.25, .20, n, nu, 'Diletti, Figure 1c')

## End(Not run)

Example output

               xdiff                                                       
  [1,] -2.000000e-01 0.04347506 0.04852372 0.04997769 0.04999979 0.05000000
  [2,] -1.980000e-01 0.04510905 0.05081381 0.05301160 0.05356105 0.05402183
  [3,] -1.960000e-01 0.04678706 0.05318645 0.05618947 0.05732026 0.05829547
  [4,] -1.940000e-01 0.04850946 0.05564319 0.05951535 0.06128392 0.06283020
  [5,] -1.920000e-01 0.05027658 0.05818554 0.06299324 0.06545845 0.06763507
  [6,] -1.900000e-01 0.05208872 0.06081493 0.06662706 0.06985008 0.07271893
  [7,] -1.880000e-01 0.05394612 0.06353276 0.07042061 0.07446490 0.07809027
  [8,] -1.860000e-01 0.05584901 0.06634034 0.07437763 0.07930878 0.08375724
  [9,] -1.840000e-01 0.05779754 0.06923893 0.07850170 0.08438734 0.08972759
 [10,] -1.820000e-01 0.05979185 0.07222971 0.08279629 0.08970595 0.09600855
 [11,] -1.800000e-01 0.06183200 0.07531378 0.08726471 0.09526966 0.10260685
 [12,] -1.780000e-01 0.06391802 0.07849215 0.09191012 0.10108321 0.10952863
 [13,] -1.760000e-01 0.06604989 0.08176574 0.09673547 0.10715094 0.11677936
 [14,] -1.740000e-01 0.06822753 0.08513539 0.10174354 0.11347683 0.12436384
 [15,] -1.720000e-01 0.07045080 0.08860181 0.10693689 0.12006443 0.13228610
 [16,] -1.700000e-01 0.07271952 0.09216562 0.11231786 0.12691680 0.14054935
 [17,] -1.680000e-01 0.07503344 0.09582734 0.11788856 0.13403656 0.14915597
 [18,] -1.660000e-01 0.07739226 0.09958734 0.12365081 0.14142579 0.15810744
 [19,] -1.640000e-01 0.07979562 0.10344590 0.12960620 0.14908602 0.16740426
 [20,] -1.620000e-01 0.08224308 0.10740316 0.13575602 0.15701824 0.17704598
 [21,] -1.600000e-01 0.08473415 0.11145911 0.14210127 0.16522284 0.18703111
 [22,] -1.580000e-01 0.08726829 0.11561364 0.14864261 0.17369958 0.19735713
 [23,] -1.560000e-01 0.08984488 0.11986645 0.15538043 0.18244762 0.20802042
 [24,] -1.540000e-01 0.09246322 0.12421713 0.16231473 0.19146543 0.21901628
 [25,] -1.520000e-01 0.09512258 0.12866511 0.16944521 0.20075085 0.23033891
 [26,] -1.500000e-01 0.09782213 0.13320966 0.17677118 0.21030102 0.24198136
 [27,] -1.480000e-01 0.10056097 0.13784988 0.18429161 0.22011240 0.25393558
 [28,] -1.460000e-01 0.10333817 0.14258473 0.19200506 0.23018075 0.26619240
 [29,] -1.440000e-01 0.10615267 0.14741299 0.19990973 0.24050113 0.27874155
 [30,] -1.420000e-01 0.10900340 0.15233327 0.20800343 0.25106789 0.29157165
 [31,] -1.400000e-01 0.11188917 0.15734399 0.21628355 0.26187469 0.30467029
 [32,] -1.380000e-01 0.11480876 0.16244344 0.22474711 0.27291448 0.31802398
 [33,] -1.360000e-01 0.11776085 0.16762968 0.23339069 0.28417953 0.33161828
 [34,] -1.340000e-01 0.12074406 0.17290062 0.24221048 0.29566144 0.34543776
 [35,] -1.320000e-01 0.12375695 0.17825398 0.25120226 0.30735113 0.35946612
 [36,] -1.300000e-01 0.12679799 0.18368730 0.26036136 0.31923888 0.37368617
 [37,] -1.280000e-01 0.12986559 0.18919793 0.26968275 0.33131435 0.38807997
 [38,] -1.260000e-01 0.13295810 0.19478305 0.27916096 0.34356658 0.40262885
 [39,] -1.240000e-01 0.13607380 0.20043962 0.28879012 0.35598407 0.41731349
 [40,] -1.220000e-01 0.13921088 0.20616447 0.29856394 0.36855474 0.43211400
 [41,] -1.200000e-01 0.14236749 0.21195419 0.30847575 0.38126601 0.44701001
 [42,] -1.180000e-01 0.14554171 0.21780523 0.31851849 0.39410481 0.46198072
 [43,] -1.160000e-01 0.14873156 0.22371384 0.32868470 0.40705766 0.47700503
 [44,] -1.140000e-01 0.15193498 0.22967609 0.33896656 0.42011064 0.49206160
 [45,] -1.120000e-01 0.15514988 0.23568788 0.34935587 0.43324949 0.50712895
 [46,] -1.100000e-01 0.15837408 0.24174493 0.35984411 0.44645962 0.52218554
 [47,] -1.080000e-01 0.16160537 0.24784280 0.37042237 0.45972617 0.53720988
 [48,] -1.060000e-01 0.16484147 0.25397688 0.38108144 0.47303406 0.55218060
 [49,] -1.040000e-01 0.16808006 0.26014239 0.39181182 0.48636801 0.56707656
 [50,] -1.020000e-01 0.17131876 0.26633441 0.40260366 0.49971261 0.58187693
 [51,] -1.000000e-01 0.17455516 0.27254786 0.41344686 0.51305238 0.59656126
 [52,] -9.800000e-02 0.17778679 0.27877750 0.42433107 0.52637176 0.61110958
 [53,] -9.600000e-02 0.18101114 0.28501799 0.43524567 0.53965525 0.62550249
 [54,] -9.400000e-02 0.18422568 0.29126381 0.44617982 0.55288734 0.63972119
 [55,] -9.200000e-02 0.18742782 0.29750935 0.45712248 0.56605268 0.65374761
 [56,] -9.000000e-02 0.19061496 0.30374888 0.46806241 0.57913603 0.66756443
 [57,] -8.800000e-02 0.19378446 0.30997653 0.47898821 0.59212234 0.68115515
 [58,] -8.600000e-02 0.19693367 0.31618636 0.48988835 0.60499680 0.69450415
 [59,] -8.400000e-02 0.20005989 0.32237233 0.50075116 0.61774486 0.70759675
 [60,] -8.200000e-02 0.20316043 0.32852832 0.51156487 0.63035229 0.72041922
 [61,] -8.000000e-02 0.20623258 0.33464812 0.52231763 0.64280519 0.73295884
 [62,] -7.800000e-02 0.20927362 0.34072547 0.53299754 0.65509004 0.74520389
 [63,] -7.600000e-02 0.21228081 0.34675405 0.54359266 0.66719374 0.75714373
 [64,] -7.400000e-02 0.21525142 0.35272752 0.55409104 0.67910360 0.76876877
 [65,] -7.200000e-02 0.21818273 0.35863947 0.56448074 0.69080743 0.78007049
 [66,] -7.000000e-02 0.22107202 0.36448350 0.57474985 0.70229349 0.79104141
 [67,] -6.800000e-02 0.22391657 0.37025317 0.58488652 0.71355054 0.80167514
 [68,] -6.600000e-02 0.22671369 0.37594209 0.59487897 0.72456787 0.81196632
 [69,] -6.400000e-02 0.22946070 0.38154383 0.60471552 0.73533529 0.82191062
 [70,] -6.200000e-02 0.23215495 0.38705201 0.61438461 0.74584316 0.83150470
 [71,] -6.000000e-02 0.23479380 0.39246029 0.62387482 0.75608237 0.84074619
 [72,] -5.800000e-02 0.23737467 0.39776238 0.63317489 0.76604436 0.84963364
 [73,] -5.600000e-02 0.23989498 0.40295203 0.64227374 0.77572111 0.85816649
 [74,] -5.400000e-02 0.24235223 0.40802309 0.65116049 0.78510514 0.86634503
 [75,] -5.200000e-02 0.24474393 0.41296947 0.65982447 0.79418952 0.87417031
 [76,] -5.000000e-02 0.24706766 0.41778520 0.66825526 0.80296783 0.88164413
 [77,] -4.800000e-02 0.24932104 0.42246441 0.67644269 0.81143417 0.88876896
 [78,] -4.600000e-02 0.25150175 0.42700133 0.68437684 0.81958313 0.89554788
 [79,] -4.400000e-02 0.25360754 0.43139036 0.69204810 0.82740979 0.90198451
 [80,] -4.200000e-02 0.25563621 0.43562602 0.69944715 0.83490969 0.90808297
 [81,] -4.000000e-02 0.25758564 0.43970298 0.70656500 0.84207881 0.91384778
 [82,] -3.800000e-02 0.25945376 0.44361609 0.71339298 0.84891356 0.91928383
 [83,] -3.600000e-02 0.26123861 0.44736036 0.71992274 0.85541075 0.92439628
 [84,] -3.400000e-02 0.26293828 0.45093102 0.72614634 0.86156754 0.92919049
 [85,] -3.200000e-02 0.26455095 0.45432346 0.73205615 0.86738145 0.93367201
 [86,] -3.000000e-02 0.26607489 0.45753328 0.73764496 0.87285034 0.93784643
 [87,] -2.800000e-02 0.26750846 0.46055634 0.74290593 0.87797233 0.94171940
 [88,] -2.600000e-02 0.26885010 0.46338866 0.74783261 0.88274584 0.94529648
 [89,] -2.400000e-02 0.27009837 0.46602654 0.75241899 0.88716951 0.94858318
 [90,] -2.200000e-02 0.27125189 0.46846651 0.75665943 0.89124222 0.95158482
 [91,] -2.000000e-02 0.27230940 0.47070535 0.76054874 0.89496301 0.95430650
 [92,] -1.800000e-02 0.27326976 0.47274008 0.76408217 0.89833114 0.95675308
 [93,] -1.600000e-02 0.27413189 0.47456800 0.76725538 0.90134596 0.95892909
 [94,] -1.400000e-02 0.27489485 0.47618668 0.77006448 0.90400699 0.96083872
 [95,] -1.200000e-02 0.27555781 0.47759395 0.77250604 0.90631383 0.96248574
 [96,] -1.000000e-02 0.27612002 0.47878793 0.77457705 0.90826619 0.96387351
 [97,] -8.000000e-03 0.27658086 0.47976702 0.77627499 0.90986384 0.96500492
 [98,] -6.000000e-03 0.27693982 0.48052990 0.77759777 0.91110660 0.96588237
 [99,] -4.000000e-03 0.27719651 0.48107555 0.77854377 0.91199437 0.96650776
[100,] -2.000000e-03 0.27735064 0.48140324 0.77911184 0.91252706 0.96688244
[101,]  1.526557e-16 0.27740203 0.48151252 0.77930127 0.91270463 0.96700725
[102,]  2.000000e-03 0.27735064 0.48140324 0.77911184 0.91252706 0.96688244
[103,]  4.000000e-03 0.27719651 0.48107555 0.77854377 0.91199437 0.96650776
[104,]  6.000000e-03 0.27693982 0.48052990 0.77759777 0.91110660 0.96588237
[105,]  8.000000e-03 0.27658086 0.47976702 0.77627499 0.90986384 0.96500492
[106,]  1.000000e-02 0.27612002 0.47878793 0.77457705 0.90826619 0.96387351
[107,]  1.200000e-02 0.27555781 0.47759395 0.77250604 0.90631383 0.96248574
[108,]  1.400000e-02 0.27489485 0.47618668 0.77006448 0.90400699 0.96083872
[109,]  1.600000e-02 0.27413189 0.47456800 0.76725538 0.90134596 0.95892909
[110,]  1.800000e-02 0.27326976 0.47274008 0.76408217 0.89833114 0.95675308
[111,]  2.000000e-02 0.27230940 0.47070535 0.76054874 0.89496301 0.95430650
[112,]  2.200000e-02 0.27125189 0.46846651 0.75665943 0.89124222 0.95158482
[113,]  2.400000e-02 0.27009837 0.46602654 0.75241899 0.88716951 0.94858318
[114,]  2.600000e-02 0.26885010 0.46338866 0.74783261 0.88274584 0.94529648
[115,]  2.800000e-02 0.26750846 0.46055634 0.74290593 0.87797233 0.94171940
[116,]  3.000000e-02 0.26607489 0.45753328 0.73764496 0.87285034 0.93784643
[117,]  3.200000e-02 0.26455095 0.45432346 0.73205615 0.86738145 0.93367201
[118,]  3.400000e-02 0.26293828 0.45093102 0.72614634 0.86156754 0.92919049
[119,]  3.600000e-02 0.26123861 0.44736036 0.71992274 0.85541075 0.92439628
[120,]  3.800000e-02 0.25945376 0.44361609 0.71339298 0.84891356 0.91928383
[121,]  4.000000e-02 0.25758564 0.43970298 0.70656500 0.84207881 0.91384778
[122,]  4.200000e-02 0.25563621 0.43562602 0.69944715 0.83490969 0.90808297
[123,]  4.400000e-02 0.25360754 0.43139036 0.69204810 0.82740979 0.90198451
[124,]  4.600000e-02 0.25150175 0.42700133 0.68437684 0.81958313 0.89554788
[125,]  4.800000e-02 0.24932104 0.42246441 0.67644269 0.81143417 0.88876896
[126,]  5.000000e-02 0.24706766 0.41778520 0.66825526 0.80296783 0.88164413
[127,]  5.200000e-02 0.24474393 0.41296947 0.65982447 0.79418952 0.87417031
[128,]  5.400000e-02 0.24235223 0.40802309 0.65116049 0.78510514 0.86634503
[129,]  5.600000e-02 0.23989498 0.40295203 0.64227374 0.77572111 0.85816649
[130,]  5.800000e-02 0.23737467 0.39776238 0.63317489 0.76604436 0.84963364
[131,]  6.000000e-02 0.23479380 0.39246029 0.62387482 0.75608237 0.84074619
[132,]  6.200000e-02 0.23215495 0.38705201 0.61438461 0.74584316 0.83150470
[133,]  6.400000e-02 0.22946070 0.38154383 0.60471552 0.73533529 0.82191062
[134,]  6.600000e-02 0.22671369 0.37594209 0.59487897 0.72456787 0.81196632
[135,]  6.800000e-02 0.22391657 0.37025317 0.58488652 0.71355054 0.80167514
[136,]  7.000000e-02 0.22107202 0.36448350 0.57474985 0.70229349 0.79104141
[137,]  7.200000e-02 0.21818273 0.35863947 0.56448074 0.69080743 0.78007049
[138,]  7.400000e-02 0.21525142 0.35272752 0.55409104 0.67910360 0.76876877
[139,]  7.600000e-02 0.21228081 0.34675405 0.54359266 0.66719374 0.75714373
[140,]  7.800000e-02 0.20927362 0.34072547 0.53299754 0.65509004 0.74520389
[141,]  8.000000e-02 0.20623258 0.33464812 0.52231763 0.64280519 0.73295884
[142,]  8.200000e-02 0.20316043 0.32852832 0.51156487 0.63035229 0.72041922
[143,]  8.400000e-02 0.20005989 0.32237233 0.50075116 0.61774486 0.70759675
[144,]  8.600000e-02 0.19693367 0.31618636 0.48988835 0.60499680 0.69450415
[145,]  8.800000e-02 0.19378446 0.30997653 0.47898821 0.59212234 0.68115515
[146,]  9.000000e-02 0.19061496 0.30374888 0.46806241 0.57913603 0.66756443
[147,]  9.200000e-02 0.18742782 0.29750935 0.45712248 0.56605268 0.65374761
[148,]  9.400000e-02 0.18422568 0.29126381 0.44617982 0.55288734 0.63972119
[149,]  9.600000e-02 0.18101114 0.28501799 0.43524567 0.53965525 0.62550249
[150,]  9.800000e-02 0.17778679 0.27877750 0.42433107 0.52637176 0.61110958
[151,]  1.000000e-01 0.17455516 0.27254786 0.41344686 0.51305238 0.59656126
[152,]  1.020000e-01 0.17131876 0.26633441 0.40260366 0.49971261 0.58187693
[153,]  1.040000e-01 0.16808006 0.26014239 0.39181182 0.48636801 0.56707656
[154,]  1.060000e-01 0.16484147 0.25397688 0.38108144 0.47303406 0.55218060
[155,]  1.080000e-01 0.16160537 0.24784280 0.37042237 0.45972617 0.53720988
[156,]  1.100000e-01 0.15837408 0.24174493 0.35984411 0.44645962 0.52218554
[157,]  1.120000e-01 0.15514988 0.23568788 0.34935587 0.43324949 0.50712895
[158,]  1.140000e-01 0.15193498 0.22967609 0.33896656 0.42011064 0.49206160
[159,]  1.160000e-01 0.14873156 0.22371384 0.32868470 0.40705766 0.47700503
[160,]  1.180000e-01 0.14554171 0.21780523 0.31851849 0.39410481 0.46198072
[161,]  1.200000e-01 0.14236749 0.21195419 0.30847575 0.38126601 0.44701001
[162,]  1.220000e-01 0.13921088 0.20616447 0.29856394 0.36855474 0.43211400
[163,]  1.240000e-01 0.13607380 0.20043962 0.28879012 0.35598407 0.41731349
[164,]  1.260000e-01 0.13295810 0.19478305 0.27916096 0.34356658 0.40262885
[165,]  1.280000e-01 0.12986559 0.18919793 0.26968275 0.33131435 0.38807997
[166,]  1.300000e-01 0.12679799 0.18368730 0.26036136 0.31923888 0.37368617
[167,]  1.320000e-01 0.12375695 0.17825398 0.25120226 0.30735113 0.35946612
[168,]  1.340000e-01 0.12074406 0.17290062 0.24221048 0.29566144 0.34543776
[169,]  1.360000e-01 0.11776085 0.16762968 0.23339069 0.28417953 0.33161828
[170,]  1.380000e-01 0.11480876 0.16244344 0.22474711 0.27291448 0.31802398
[171,]  1.400000e-01 0.11188917 0.15734399 0.21628355 0.26187469 0.30467029
[172,]  1.420000e-01 0.10900340 0.15233327 0.20800343 0.25106789 0.29157165
[173,]  1.440000e-01 0.10615267 0.14741299 0.19990973 0.24050113 0.27874155
[174,]  1.460000e-01 0.10333817 0.14258473 0.19200506 0.23018075 0.26619240
[175,]  1.480000e-01 0.10056097 0.13784988 0.18429161 0.22011240 0.25393558
[176,]  1.500000e-01 0.09782213 0.13320966 0.17677118 0.21030102 0.24198136
[177,]  1.520000e-01 0.09512258 0.12866511 0.16944521 0.20075085 0.23033891
[178,]  1.540000e-01 0.09246322 0.12421713 0.16231473 0.19146543 0.21901628
[179,]  1.560000e-01 0.08984488 0.11986645 0.15538043 0.18244762 0.20802042
[180,]  1.580000e-01 0.08726829 0.11561364 0.14864261 0.17369958 0.19735713
[181,]  1.600000e-01 0.08473415 0.11145911 0.14210127 0.16522284 0.18703111
[182,]  1.620000e-01 0.08224308 0.10740316 0.13575602 0.15701824 0.17704598
[183,]  1.640000e-01 0.07979562 0.10344590 0.12960620 0.14908602 0.16740426
[184,]  1.660000e-01 0.07739226 0.09958734 0.12365081 0.14142579 0.15810744
[185,]  1.680000e-01 0.07503344 0.09582734 0.11788856 0.13403656 0.14915597
[186,]  1.700000e-01 0.07271952 0.09216562 0.11231786 0.12691680 0.14054935
[187,]  1.720000e-01 0.07045080 0.08860181 0.10693689 0.12006443 0.13228610
[188,]  1.740000e-01 0.06822753 0.08513539 0.10174354 0.11347683 0.12436384
[189,]  1.760000e-01 0.06604989 0.08176574 0.09673547 0.10715094 0.11677936
[190,]  1.780000e-01 0.06391802 0.07849215 0.09191012 0.10108321 0.10952863
[191,]  1.800000e-01 0.06183200 0.07531378 0.08726471 0.09526966 0.10260685
[192,]  1.820000e-01 0.05979185 0.07222971 0.08279629 0.08970595 0.09600855
[193,]  1.840000e-01 0.05779754 0.06923893 0.07850170 0.08438734 0.08972759
[194,]  1.860000e-01 0.05584901 0.06634034 0.07437763 0.07930878 0.08375724
[195,]  1.880000e-01 0.05394612 0.06353276 0.07042061 0.07446490 0.07809027
[196,]  1.900000e-01 0.05208872 0.06081493 0.06662706 0.06985008 0.07271893
[197,]  1.920000e-01 0.05027658 0.05818554 0.06299324 0.06545845 0.06763507
[198,]  1.940000e-01 0.04850946 0.05564319 0.05951535 0.06128392 0.06283020
[199,]  1.960000e-01 0.04678706 0.05318645 0.05618947 0.05732026 0.05829547
[200,]  1.980000e-01 0.04510905 0.05081381 0.05301160 0.05356105 0.05402183
[201,]  2.000000e-01 0.04347506 0.04852372 0.04997769 0.04999979 0.05000000
                            
  [1,] 0.05000000 0.05000000
  [2,] 0.05469713 0.05583667
  [3,] 0.05973638 0.06219807
  [4,] 0.06513227 0.06911110
  [5,] 0.07089888 0.07660160
  [6,] 0.07704979 0.08469406
  [7,] 0.08359798 0.09341128
  [8,] 0.09055564 0.10277402
  [9,] 0.09793415 0.11280064
 [10,] 0.10574385 0.12350680
 [11,] 0.11399402 0.13490512
 [12,] 0.12269269 0.14700484
 [13,] 0.13184656 0.15981153
 [14,] 0.14146088 0.17332684
 [15,] 0.15153934 0.18754827
 [16,] 0.16208399 0.20246890
 [17,] 0.17309512 0.21807734
 [18,] 0.18457119 0.23435750
 [19,] 0.19650880 0.25128863
 [20,] 0.20890256 0.26884525
 [21,] 0.22174510 0.28699720
 [22,] 0.23502703 0.30570977
 [23,] 0.24873690 0.32494384
 [24,] 0.26286122 0.34465612
 [25,] 0.27738450 0.36479940
 [26,] 0.29228920 0.38532289
 [27,] 0.30755588 0.40617262
 [28,] 0.32316319 0.42729180
 [29,] 0.33908799 0.44862135
 [30,] 0.35530543 0.47010035
 [31,] 0.37178906 0.49166660
 [32,] 0.38851097 0.51325711
 [33,] 0.40544192 0.53480869
 [34,] 0.42255150 0.55625850
 [35,] 0.43980829 0.57754457
 [36,] 0.45718001 0.59860639
 [37,] 0.47463376 0.61938536
 [38,] 0.49213612 0.63982534
 [39,] 0.50965344 0.65987305
 [40,] 0.52715196 0.67947853
 [41,] 0.54459801 0.69859545
 [42,] 0.56195827 0.71718149
 [43,] 0.57919988 0.73519854
 [44,] 0.59629067 0.75261296
 [45,] 0.61319934 0.76939568
 [46,] 0.62989560 0.78552232
 [47,] 0.64635038 0.80097323
 [48,] 0.66253594 0.81573342
 [49,] 0.67842602 0.82979256
 [50,] 0.69399599 0.84314478
 [51,] 0.70922289 0.85578855
 [52,] 0.72408563 0.86772646
 [53,] 0.73856498 0.87896496
 [54,] 0.75264365 0.88951409
 [55,] 0.76630637 0.89938719
 [56,] 0.77953991 0.90860057
 [57,] 0.79233304 0.91717318
 [58,] 0.80467661 0.92512626
 [59,] 0.81656346 0.93248301
 [60,] 0.82798845 0.93926825
 [61,] 0.83894834 0.94550810
 [62,] 0.84944181 0.95122960
 [63,] 0.85946931 0.95646050
 [64,] 0.86903306 0.96122886
 [65,] 0.87813687 0.96556290
 [66,] 0.88678612 0.96949065
 [67,] 0.89498759 0.97303979
 [68,] 0.90274940 0.97623745
 [69,] 0.91008083 0.97911002
 [70,] 0.91699228 0.98168299
 [71,] 0.92349506 0.98398089
 [72,] 0.92960135 0.98602712
 [73,] 0.93532401 0.98784391
 [74,] 0.94067650 0.98945228
 [75,] 0.94567274 0.99087197
 [76,] 0.95032702 0.99212145
 [77,] 0.95465386 0.99321790
 [78,] 0.95866790 0.99417725
 [79,] 0.96238385 0.99501418
 [80,] 0.96581633 0.99574217
 [81,] 0.96897981 0.99637352
 [82,] 0.97188854 0.99691945
 [83,] 0.97455645 0.99739011
 [84,] 0.97699706 0.99779464
 [85,] 0.97922349 0.99814129
 [86,] 0.98124831 0.99843739
 [87,] 0.98308356 0.99868952
 [88,] 0.98474065 0.99890347
 [89,] 0.98623035 0.99908437
 [90,] 0.98756277 0.99923671
 [91,] 0.98874726 0.99936443
 [92,] 0.98979246 0.99947094
 [93,] 0.99070624 0.99955918
 [94,] 0.99149568 0.99963166
 [95,] 0.99216705 0.99969050
 [96,] 0.99272584 0.99973747
 [97,] 0.99317666 0.99977402
 [98,] 0.99352335 0.99980130
 [99,] 0.99376885 0.99982018
[100,] 0.99391530 0.99983126
[101,] 0.99396398 0.99983492
[102,] 0.99391530 0.99983126
[103,] 0.99376885 0.99982018
[104,] 0.99352335 0.99980130
[105,] 0.99317666 0.99977402
[106,] 0.99272584 0.99973747
[107,] 0.99216705 0.99969050
[108,] 0.99149568 0.99963166
[109,] 0.99070624 0.99955918
[110,] 0.98979246 0.99947094
[111,] 0.98874726 0.99936443
[112,] 0.98756277 0.99923671
[113,] 0.98623035 0.99908437
[114,] 0.98474065 0.99890347
[115,] 0.98308356 0.99868952
[116,] 0.98124831 0.99843739
[117,] 0.97922349 0.99814129
[118,] 0.97699706 0.99779464
[119,] 0.97455645 0.99739011
[120,] 0.97188854 0.99691945
[121,] 0.96897981 0.99637352
[122,] 0.96581633 0.99574217
[123,] 0.96238385 0.99501418
[124,] 0.95866790 0.99417725
[125,] 0.95465386 0.99321790
[126,] 0.95032702 0.99212145
[127,] 0.94567274 0.99087197
[128,] 0.94067650 0.98945228
[129,] 0.93532401 0.98784391
[130,] 0.92960135 0.98602712
[131,] 0.92349506 0.98398089
[132,] 0.91699228 0.98168299
[133,] 0.91008083 0.97911002
[134,] 0.90274940 0.97623745
[135,] 0.89498759 0.97303979
[136,] 0.88678612 0.96949065
[137,] 0.87813687 0.96556290
[138,] 0.86903306 0.96122886
[139,] 0.85946931 0.95646050
[140,] 0.84944181 0.95122960
[141,] 0.83894834 0.94550810
[142,] 0.82798845 0.93926825
[143,] 0.81656346 0.93248301
[144,] 0.80467661 0.92512626
[145,] 0.79233304 0.91717318
[146,] 0.77953991 0.90860057
[147,] 0.76630637 0.89938719
[148,] 0.75264365 0.88951409
[149,] 0.73856498 0.87896496
[150,] 0.72408563 0.86772646
[151,] 0.70922289 0.85578855
[152,] 0.69399599 0.84314478
[153,] 0.67842602 0.82979256
[154,] 0.66253594 0.81573342
[155,] 0.64635038 0.80097323
[156,] 0.62989560 0.78552232
[157,] 0.61319934 0.76939568
[158,] 0.59629067 0.75261296
[159,] 0.57919988 0.73519854
[160,] 0.56195827 0.71718149
[161,] 0.54459801 0.69859545
[162,] 0.52715196 0.67947853
[163,] 0.50965344 0.65987305
[164,] 0.49213612 0.63982534
[165,] 0.47463376 0.61938536
[166,] 0.45718001 0.59860639
[167,] 0.43980829 0.57754457
[168,] 0.42255150 0.55625850
[169,] 0.40544192 0.53480869
[170,] 0.38851097 0.51325711
[171,] 0.37178906 0.49166660
[172,] 0.35530543 0.47010035
[173,] 0.33908799 0.44862135
[174,] 0.32316319 0.42729180
[175,] 0.30755588 0.40617262
[176,] 0.29228920 0.38532289
[177,] 0.27738450 0.36479940
[178,] 0.26286122 0.34465612
[179,] 0.24873690 0.32494384
[180,] 0.23502703 0.30570977
[181,] 0.22174510 0.28699720
[182,] 0.20890256 0.26884525
[183,] 0.19650880 0.25128863
[184,] 0.18457119 0.23435750
[185,] 0.17309512 0.21807734
[186,] 0.16208399 0.20246890
[187,] 0.15153934 0.18754827
[188,] 0.14146088 0.17332684
[189,] 0.13184656 0.15981153
[190,] 0.12269269 0.14700484
[191,] 0.11399402 0.13490512
[192,] 0.10574385 0.12350680
[193,] 0.09793415 0.11280064
[194,] 0.09055564 0.10277402
[195,] 0.08359798 0.09341128
[196,] 0.07704979 0.08469406
[197,] 0.07089888 0.07660160
[198,] 0.06513227 0.06911110
[199,] 0.05973638 0.06219807
[200,] 0.05469713 0.05583667
[201,] 0.05000000 0.05000000
         xdiff                                                       
  [1,] 0.80000 0.04571597 0.04971880 0.04999894 0.05000000 0.05000000
  [2,] 0.80225 0.04800812 0.05308785 0.05430396 0.05505688 0.05571872
  [3,] 0.80450 0.05037695 0.05662329 0.05888352 0.06049347 0.06192325
  [4,] 0.80675 0.05282289 0.06032886 0.06374638 0.06632419 0.06863451
  [5,] 0.80900 0.05534626 0.06420810 0.06890087 0.07256267 0.07587212
  [6,] 0.81125 0.05794724 0.06826433 0.07435483 0.07922157 0.08365416
  [7,] 0.81350 0.06062591 0.07250059 0.08011555 0.08631252 0.09199688
  [8,] 0.81575 0.06338221 0.07691969 0.08618971 0.09384593 0.10091453
  [9,] 0.81800 0.06621595 0.08152413 0.09258334 0.10183089 0.11041906
 [10,] 0.82025 0.06912681 0.08631613 0.09930172 0.11027503 0.12051995
 [11,] 0.82250 0.07211434 0.09129755 0.10634939 0.11918444 0.13122396
 [12,] 0.82475 0.07517793 0.09646996 0.11373004 0.12856351 0.14253499
 [13,] 0.82700 0.07831684 0.10183452 0.12144652 0.13841489 0.15445389
 [14,] 0.82925 0.08153019 0.10739207 0.12950074 0.14873938 0.16697833
 [15,] 0.83150 0.08481695 0.11314303 0.13789368 0.15953584 0.18010272
 [16,] 0.83375 0.08817593 0.11908743 0.14662532 0.17080118 0.19381809
 [17,] 0.83600 0.09160582 0.12522490 0.15569466 0.18253025 0.20811206
 [18,] 0.83825 0.09510513 0.13155464 0.16509963 0.19471588 0.22296888
 [19,] 0.84050 0.09867225 0.13807541 0.17483712 0.20734883 0.23836936
 [20,] 0.84275 0.10230540 0.14478554 0.18490297 0.22041777 0.25429103
 [21,] 0.84500 0.10600266 0.15168291 0.19529192 0.23390938 0.27070819
 [22,] 0.84725 0.10976197 0.15876495 0.20599766 0.24780829 0.28759201
 [23,] 0.84950 0.11358111 0.16602861 0.21701280 0.26209721 0.30491076
 [24,] 0.85175 0.11745773 0.17347040 0.22832890 0.27675694 0.32262997
 [25,] 0.85400 0.12138934 0.18108637 0.23993648 0.29176653 0.34071265
 [26,] 0.85625 0.12537329 0.18887209 0.25182505 0.30710329 0.35911955
 [27,] 0.85850 0.12940682 0.19682269 0.26398313 0.32274297 0.37780944
 [28,] 0.86075 0.13348702 0.20493282 0.27639829 0.33865987 0.39673939
 [29,] 0.86300 0.13761086 0.21319669 0.28905719 0.35482695 0.41586510
 [30,] 0.86525 0.14177519 0.22160807 0.30194563 0.37121604 0.43514121
 [31,] 0.86750 0.14597674 0.23016028 0.31504857 0.38779792 0.45452163
 [32,] 0.86975 0.15021210 0.23884621 0.32835023 0.40454254 0.47395989
 [33,] 0.87200 0.15447779 0.24765835 0.34183412 0.42141920 0.49340946
 [34,] 0.87425 0.15877020 0.25658876 0.35548312 0.43839666 0.51282410
 [35,] 0.87650 0.16308563 0.26562913 0.36927950 0.45544337 0.53215818
 [36,] 0.87875 0.16742028 0.27477076 0.38320504 0.47252763 0.55136697
 [37,] 0.88100 0.17177027 0.28400460 0.39724107 0.48961779 0.57040698
 [38,] 0.88325 0.17613166 0.29332126 0.41136856 0.50668237 0.58923620
 [39,] 0.88550 0.18050040 0.30271101 0.42556815 0.52369028 0.60781442
 [40,] 0.88775 0.18487241 0.31216384 0.43982028 0.54061095 0.62610337
 [41,] 0.89000 0.18924353 0.32166944 0.45410520 0.55741451 0.64406705
 [42,] 0.89225 0.19360956 0.33121725 0.46840311 0.57407192 0.66167180
 [43,] 0.89450 0.19796626 0.34079648 0.48269417 0.59055512 0.67888656
 [44,] 0.89675 0.20230935 0.35039612 0.49695858 0.60683715 0.69568292
 [45,] 0.89900 0.20663452 0.36000496 0.51117670 0.62289226 0.71203526
 [46,] 0.90125 0.21093746 0.36961165 0.52532904 0.63869602 0.72792082
 [47,] 0.90350 0.21521382 0.37920469 0.53939636 0.65422543 0.74331971
 [48,] 0.90575 0.21945928 0.38877247 0.55335974 0.66945895 0.75821496
 [49,] 0.90800 0.22366950 0.39830330 0.56720060 0.68437662 0.77259249
 [50,] 0.91025 0.22784017 0.40778542 0.58090079 0.69896005 0.78644110
 [51,] 0.91250 0.23196700 0.41720706 0.59444262 0.71319252 0.79975234
 [52,] 0.91475 0.23604571 0.42655642 0.60780889 0.72705894 0.81252052
 [53,] 0.91700 0.24007210 0.43582174 0.62098297 0.74054591 0.82474252
 [54,] 0.91925 0.24404197 0.44499130 0.63394878 0.75364170 0.83641774
 [55,] 0.92150 0.24795121 0.45405346 0.64669087 0.76633623 0.84754792
 [56,] 0.92375 0.25179574 0.46299669 0.65919443 0.77862104 0.85813702
 [57,] 0.92600 0.25557159 0.47180956 0.67144532 0.79048926 0.86819105
 [58,] 0.92825 0.25927482 0.48048083 0.68343005 0.80193557 0.87771789
 [59,] 0.93050 0.26290161 0.48899941 0.69513584 0.81295612 0.88672714
 [60,] 0.93275 0.26644821 0.49735442 0.70655063 0.82354848 0.89522995
 [61,] 0.93500 0.26991097 0.50553521 0.71766304 0.83371159 0.90323881
 [62,] 0.93725 0.27328635 0.51353136 0.72846243 0.84344562 0.91076740
 [63,] 0.93950 0.27657091 0.52133274 0.73893883 0.85275195 0.91783040
 [64,] 0.94175 0.27976135 0.52892951 0.74908300 0.86163305 0.92444334
 [65,] 0.94400 0.28285445 0.53631213 0.75888641 0.87009236 0.93062239
 [66,] 0.94625 0.28584715 0.54347140 0.76834117 0.87813427 0.93638423
 [67,] 0.94850 0.28873651 0.55039845 0.77744009 0.88576394 0.94174590
 [68,] 0.95075 0.29151973 0.55708481 0.78617664 0.89298724 0.94672462
 [69,] 0.95300 0.29419414 0.56352235 0.79454489 0.89981068 0.95133770
 [70,] 0.95525 0.29675721 0.56970336 0.80253955 0.90624125 0.95560235
 [71,] 0.95750 0.29920659 0.57562055 0.81015593 0.91228637 0.95953561
 [72,] 0.95975 0.30154005 0.58126702 0.81738987 0.91795378 0.96315423
 [73,] 0.96200 0.30375553 0.58663634 0.82423781 0.92325145 0.96647454
 [74,] 0.96425 0.30585111 0.59172250 0.83069666 0.92818748 0.96951239
 [75,] 0.96650 0.30782504 0.59651995 0.83676386 0.93277006 0.97228305
 [76,] 0.96875 0.30967573 0.60102360 0.84243730 0.93700733 0.97480117
 [77,] 0.97100 0.31140176 0.60522883 0.84771533 0.94090735 0.97708066
 [78,] 0.97325 0.31300187 0.60913149 0.85259671 0.94447800 0.97913467
 [79,] 0.97550 0.31447494 0.61272790 0.85708062 0.94772695 0.98097557
 [80,] 0.97775 0.31582005 0.61601488 0.86116658 0.95066156 0.98261484
 [81,] 0.98000 0.31703642 0.61898970 0.86485450 0.95328886 0.98406310
 [82,] 0.98225 0.31812345 0.62165015 0.86814459 0.95561549 0.98533006
 [83,] 0.98450 0.31908069 0.62399446 0.87103739 0.95764766 0.98642449
 [84,] 0.98675 0.31990786 0.62602137 0.87353374 0.95939110 0.98735424
 [85,] 0.98900 0.32060484 0.62773009 0.87563473 0.96085107 0.98812620
 [86,] 0.99125 0.32117168 0.62912028 0.87734174 0.96203230 0.98874630
 [87,] 0.99350 0.32160857 0.63019211 0.87865640 0.96293897 0.98921953
 [88,] 0.99575 0.32191586 0.63094617 0.87958055 0.96357473 0.98954993
 [89,] 0.99800 0.32209406 0.63138352 0.88011627 0.96394267 0.98974061
 [90,] 1.00025 0.32214383 0.63150568 0.88026587 0.96404534 0.98979375
 [91,] 1.00250 0.32206598 0.63131460 0.88003186 0.96388473 0.98971061
 [92,] 1.00475 0.32186145 0.63081264 0.87941695 0.96346228 0.98949158
 [93,] 1.00700 0.32153133 0.63000261 0.87842406 0.96277892 0.98913617
 [94,] 1.00925 0.32107686 0.62888770 0.87705630 0.96183509 0.98864305
 [95,] 1.01150 0.32049939 0.62747151 0.87531699 0.96063071 0.98801007
 [96,] 1.01375 0.31980041 0.62575802 0.87320964 0.95916529 0.98723430
 [97,] 1.01600 0.31898154 0.62375158 0.87073796 0.95743790 0.98631205
 [98,] 1.01825 0.31804451 0.62145689 0.86790586 0.95544722 0.98523892
 [99,] 1.02050 0.31699117 0.61887901 0.86471744 0.95319158 0.98400981
[100,] 1.02275 0.31582349 0.61602330 0.86117703 0.95066903 0.98261898
[101,] 1.02500 0.31454353 0.61289544 0.85728917 0.94787734 0.98106012
[102,] 1.02725 0.31315346 0.60950144 0.85305859 0.94481405 0.97932633
[103,] 1.02950 0.31165555 0.60584753 0.84849028 0.94147655 0.97741022
[104,] 1.03175 0.31005214 0.60194026 0.84358941 0.93786211 0.97530394
[105,] 1.03400 0.30834569 0.59778640 0.83836143 0.93396793 0.97299924
[106,] 1.03625 0.30653872 0.59339295 0.83281199 0.92979119 0.97048751
[107,] 1.03850 0.30463381 0.58876714 0.82694700 0.92532909 0.96775987
[108,] 1.04075 0.30263365 0.58391639 0.82077261 0.92057894 0.96480718
[109,] 1.04300 0.30054095 0.57884830 0.81429522 0.91553818 0.96162017
[110,] 1.04525 0.29835852 0.57357063 0.80752147 0.91020442 0.95818943
[111,] 1.04750 0.29608919 0.56809130 0.80045828 0.90457553 0.95450553
[112,] 1.04975 0.29373586 0.56241836 0.79311282 0.89864965 0.95055907
[113,] 1.05200 0.29130146 0.55655995 0.78549250 0.89242526 0.94634074
[114,] 1.05425 0.28878896 0.55052434 0.77760500 0.88590121 0.94184141
[115,] 1.05650 0.28620138 0.54431986 0.76945826 0.87907679 0.93705218
[116,] 1.05875 0.28354175 0.53795491 0.76106046 0.87195173 0.93196446
[117,] 1.06100 0.28081312 0.53143795 0.75242005 0.86452628 0.92657005
[118,] 1.06325 0.27801856 0.52477746 0.74354571 0.85680120 0.92086120
[119,] 1.06550 0.27516117 0.51798193 0.73444635 0.84877783 0.91483068
[120,] 1.06775 0.27224404 0.51105989 0.72513113 0.84045810 0.90847186
[121,] 1.07000 0.26927026 0.50401981 0.71560943 0.83184457 0.90177874
[122,] 1.07225 0.26624293 0.49687017 0.70589084 0.82294042 0.89474608
[123,] 1.07450 0.26316514 0.48961940 0.69598514 0.81374950 0.88736939
[124,] 1.07675 0.26003997 0.48227587 0.68590232 0.80427632 0.87964503
[125,] 1.07900 0.25687050 0.47484789 0.67565253 0.79452609 0.87157026
[126,] 1.08125 0.25365976 0.46734371 0.66524608 0.78450467 0.86314328
[127,] 1.08350 0.25041078 0.45977145 0.65469345 0.77421864 0.85436327
[128,] 1.08575 0.24712657 0.45213916 0.64400523 0.76367524 0.84523044
[129,] 1.08800 0.24381009 0.44445477 0.63319213 0.75288238 0.83574608
[130,] 1.09025 0.24046428 0.43672609 0.62226494 0.74184866 0.82591254
[131,] 1.09250 0.23709205 0.42896078 0.61123454 0.73058329 0.81573332
[132,] 1.09475 0.23369625 0.42116639 0.60011187 0.71909614 0.80521301
[133,] 1.09700 0.23027971 0.41335028 0.58890790 0.70739768 0.79435737
[134,] 1.09925 0.22684521 0.40551969 0.57763361 0.69549895 0.78317328
[135,] 1.10150 0.22339546 0.39768167 0.56629999 0.68341154 0.77166875
[136,] 1.10375 0.21993316 0.38984310 0.55491798 0.67114757 0.75985293
[137,] 1.10600 0.21646091 0.38201068 0.54349850 0.65871962 0.74773607
[138,] 1.10825 0.21298131 0.37419094 0.53205238 0.64614074 0.73532950
[139,] 1.11050 0.20949685 0.36639018 0.52059038 0.63342436 0.72264557
[140,] 1.11275 0.20601000 0.35861455 0.50912314 0.62058429 0.70969768
[141,] 1.11500 0.20252315 0.35086997 0.49766117 0.60763463 0.69650015
[142,] 1.11725 0.19903864 0.34316217 0.48621483 0.59458977 0.68306824
[143,] 1.11950 0.19555874 0.33549665 0.47479431 0.58146430 0.66941804
[144,] 1.12175 0.19208565 0.32787873 0.46340960 0.56827302 0.65556646
[145,] 1.12400 0.18862152 0.32031350 0.45207051 0.55503080 0.64153109
[146,] 1.12625 0.18516842 0.31280584 0.44078659 0.54175262 0.62733022
[147,] 1.12850 0.18172836 0.30536041 0.42956717 0.52845347 0.61298266
[148,] 1.13075 0.17830329 0.29798166 0.41842131 0.51514832 0.59850778
[149,] 1.13300 0.17489507 0.29067383 0.40735781 0.50185207 0.58392531
[150,] 1.13525 0.17150552 0.28344091 0.39638517 0.48857947 0.56925533
[151,] 1.13750 0.16813636 0.27628672 0.38551157 0.47534513 0.55451819
[152,] 1.13975 0.16478926 0.26921484 0.37474491 0.46216343 0.53973437
[153,] 1.14200 0.16146583 0.26222863 0.36409275 0.44904848 0.52492443
[154,] 1.14425 0.15816758 0.25533125 0.35356232 0.43601410 0.51010894
[155,] 1.14650 0.15489599 0.24852566 0.34316048 0.42307377 0.49530833
[156,] 1.14875 0.15165244 0.24181460 0.33289377 0.41024057 0.48054290
[157,] 1.15100 0.14843826 0.23520059 0.32276837 0.39752717 0.46583264
[158,] 1.15325 0.14525471 0.22868598 0.31279007 0.38494579 0.45119724
[159,] 1.15550 0.14210296 0.22227290 0.30296432 0.37250817 0.43665594
[160,] 1.15775 0.13898416 0.21596329 0.29329618 0.36022553 0.42222751
[161,] 1.16000 0.13589935 0.20975890 0.28379036 0.34810856 0.40793016
[162,] 1.16225 0.13284953 0.20366131 0.27445117 0.33616739 0.39378147
[163,] 1.16450 0.12983563 0.19767188 0.26528256 0.32441156 0.37979833
[164,] 1.16675 0.12685852 0.19179183 0.25628812 0.31285002 0.36599692
[165,] 1.16900 0.12391900 0.18602219 0.24747106 0.30149113 0.35239262
[166,] 1.17125 0.12101782 0.18036381 0.23883421 0.29034259 0.33899996
[167,] 1.17350 0.11815567 0.17481740 0.23038007 0.27941152 0.32583265
[168,] 1.17575 0.11533316 0.16938349 0.22211076 0.26870437 0.31290344
[169,] 1.17800 0.11255088 0.16406248 0.21402806 0.25822696 0.30022420
[170,] 1.18025 0.10980933 0.15885461 0.20613342 0.24798450 0.28780583
[171,] 1.18250 0.10710898 0.15375996 0.19842794 0.23798153 0.27565826
[172,] 1.18475 0.10445024 0.14877851 0.19091240 0.22822199 0.26379046
[173,] 1.18700 0.10183346 0.14391007 0.18358726 0.21870920 0.25221040
[174,] 1.18925 0.09925894 0.13915435 0.17645267 0.20944587 0.24092508
[175,] 1.19150 0.09672695 0.13451094 0.16950850 0.20043411 0.22994052
[176,] 1.19375 0.09423769 0.12997929 0.16275433 0.19167544 0.21926178
[177,] 1.19600 0.09179133 0.12555876 0.15618946 0.18317084 0.20889298
[178,] 1.19825 0.08938798 0.12124861 0.14981292 0.17492071 0.19883728
[179,] 1.20050 0.08702773 0.11704798 0.14362351 0.16692496 0.18909696
[180,] 1.20275 0.08471061 0.11295594 0.13761977 0.15918296 0.17967340
[181,] 1.20500 0.08243662 0.10897146 0.13180003 0.15169361 0.17056713
[182,] 1.20725 0.08020571 0.10509343 0.12616241 0.14445535 0.16177788
[183,] 1.20950 0.07801780 0.10132066 0.12070482 0.13746616 0.15330458
[184,] 1.21175 0.07587277 0.09765189 0.11542497 0.13072364 0.14514541
[185,] 1.21400 0.07377049 0.09408579 0.11032043 0.12422496 0.13729786
[186,] 1.21625 0.07171077 0.09062098 0.10538857 0.11796697 0.12975875
[187,] 1.21850 0.06969339 0.08725599 0.10062663 0.11194614 0.12252427
[188,] 1.22075 0.06771812 0.08398933 0.09603171 0.10615864 0.11559006
[189,] 1.22300 0.06578468 0.08081946 0.09160078 0.10060038 0.10895120
[190,] 1.22525 0.06389277 0.07774477 0.08733071 0.09526697 0.10260229
[191,] 1.22750 0.06204209 0.07476365 0.08321825 0.09015379 0.09653750
[192,] 1.22975 0.06023227 0.07187441 0.07926008 0.08525604 0.09075057
[193,] 1.23200 0.05846296 0.06907536 0.07545277 0.08056870 0.08523492
[194,] 1.23425 0.05673376 0.06636478 0.07179286 0.07608659 0.07998363
[195,] 1.23650 0.05504427 0.06374091 0.06827681 0.07180440 0.07498953
[196,] 1.23875 0.05339405 0.06120199 0.06490104 0.06771671 0.07024521
[197,] 1.24100 0.05178267 0.05874624 0.06166193 0.06381798 0.06574309
[198,] 1.24325 0.05020965 0.05637185 0.05855583 0.06010262 0.06147540
[199,] 1.24550 0.04867452 0.05407702 0.05557908 0.05656497 0.05743429
[200,] 1.24775 0.04717680 0.05185994 0.05272801 0.05319933 0.05361182
[201,] 1.25000 0.04571597 0.04971880 0.04999894 0.05000000 0.05000000
                            
  [1,] 0.05000000 0.05000000
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 [96,] 0.99824110 0.99997042
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 [98,] 0.99772932 0.99995218
 [99,] 0.99740199 0.99993917
[100,] 0.99702087 0.99992278
[101,] 0.99658061 0.99990225
[102,] 0.99607522 0.99987665
[103,] 0.99549810 0.99984489
[104,] 0.99484200 0.99980564
[105,] 0.99409905 0.99975735
[106,] 0.99326070 0.99969817
[107,] 0.99231779 0.99962593
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[109,] 0.99007826 0.99943172
[110,] 0.98876006 0.99930338
[111,] 0.98729415 0.99914911
[112,] 0.98566819 0.99896440
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[114,] 0.98188405 0.99848216
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[119,] 0.96866097 0.99628494
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[121,] 0.96155210 0.99480990
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[135,] 0.87122319 0.96228684
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[150,] 0.68070951 0.83177703
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[154,] 0.61650760 0.77262644
[155,] 0.59994023 0.75627315
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[157,] 0.56638841 0.72185329
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[159,] 0.53248364 0.68536685
[160,] 0.51547622 0.66644415
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[162,] 0.48150625 0.62745937
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[164,] 0.44779955 0.58727968
[165,] 0.43111923 0.56687121
[166,] 0.41459240 0.54632238
[167,] 0.39824651 0.52568840
[168,] 0.38210788 0.50502483
[169,] 0.36620163 0.48438716
[170,] 0.35055156 0.46383034
[171,] 0.33518006 0.44340838
[172,] 0.32010800 0.42317392
[173,] 0.30535471 0.40317781
[174,] 0.29093788 0.38346878
[175,] 0.27687356 0.36409308
[176,] 0.26317606 0.34509420
[177,] 0.24985803 0.32651257
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[180,] 0.21228126 0.27362546
[181,] 0.20057317 0.25704933
[182,] 0.18928222 0.24104056
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[184,] 0.16796084 0.21079697
[185,] 0.15793121 0.19658875
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[187,] 0.13912562 0.17003886
[188,] 0.13034240 0.15770262
[189,] 0.12196544 0.14599041
[190,] 0.11398829 0.13489717
[191,] 0.10640355 0.12441510
[192,] 0.09920295 0.11453387
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[194,] 0.08591723 0.09652146
[195,] 0.07981200 0.08835919
[196,] 0.07405085 0.08073609
[197,] 0.06862248 0.07363285
[198,] 0.06351523 0.06702912
[199,] 0.05871717 0.06090370
[200,] 0.05421618 0.05523474
[201,] 0.05000000 0.05000000

MBESS documentation built on Oct. 16, 2021, 5:08 p.m.