This method provides an easy and natural way to subset a multivariate functional dataset stored in a mfData object, without having to deal with the inner representation of mfData class.

# S3 method for mfData
[(mfD, i, j)

Arguments

mfD

the multivariate functional dataset in form of mfData object.

i

a valid expression to subset rows ( observations ) of the univariate functional dataset.

j

a valid expression to subset columns ( measurements over the grid ) of the univariate functional dataset (must be contiguous).

Value

The method returns and mfData object containing the required subset ( both in terms of observations and measurement points ) of the multivariate functional dataset.

See also

Examples

# Defining parameters
N = 1e2

P = 1e3

t0 = 0
t1 = 1

# Defining the measurement grid
grid = seq( t0, t1, length.out = P )

# Generating an exponential covariance matrix to be used in the simulation of
# the functional datasets (see the related help for details)
C = exp_cov_function( grid, alpha = 0.3, beta = 0.4 )

# Simulating the measurements of two univariate functional datasets with
# required center and covariance function
Data_1 = generate_gauss_fdata( N, centerline = sin( 2 * pi * grid ), Cov = C )
Data_2 = generate_gauss_fdata( N, centerline = sin( 2 * pi * grid ), Cov = C )

# Building the mfData object
mfD = mfData( grid, list( Data_1, Data_2 ) )

# Subsetting the first 10 elements and 10 time points
mfD[1:10, 1:10]
#> $N
#> [1] 10
#> 
#> $L
#> [1] 2
#> 
#> $P
#> [1] 10
#> 
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 0.009009009
#> 
#> $fDList
#> $fDList[[1]]
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 0.009009009
#> 
#> $h
#> [1] 0.001001001
#> 
#> $P
#> [1] 10
#> 
#> $N
#> [1] 10
#> 
#> $values
#>              [,1]         [,2]         [,3]        [,4]        [,5]
#>  [1,]  0.72216510  0.717081623  0.696308496  0.71021201  0.73397684
#>  [2,] -0.68172088 -0.652045983 -0.645762736 -0.62578016 -0.63654336
#>  [3,] -0.12596165 -0.114844199 -0.103170685 -0.09432731 -0.11100282
#>  [4,]  0.21379095  0.204843120  0.226510805  0.22290477  0.22951990
#>  [5,]  0.32050876  0.341561760  0.364823184  0.39187522  0.37613688
#>  [6,]  0.20566203  0.220494980  0.235528555  0.23150481  0.23000643
#>  [7,] -0.64533409 -0.643341470 -0.640995343 -0.63045622 -0.65053375
#>  [8,]  0.20326933  0.208974726  0.191942848  0.20128453  0.21369724
#>  [9,]  0.01639591  0.023676016  0.007028933  0.01133416  0.04771380
#> [10,]  0.02324210 -0.003072079  0.010778483  0.01128545  0.02259227
#>               [,6]         [,7]        [,8]        [,9]       [,10]
#>  [1,]  0.708065361  0.681938551  0.69993104  0.70698821  0.69675925
#>  [2,] -0.658320916 -0.651600172 -0.68938503 -0.70089238 -0.68862251
#>  [3,] -0.123479082 -0.110093762 -0.12050996 -0.13236236 -0.11371560
#>  [4,]  0.275807453  0.300839097  0.32188012  0.32552815  0.33177481
#>  [5,]  0.391505620  0.398399926  0.39922702  0.41132453  0.42292493
#>  [6,]  0.228257131  0.243178307  0.22459381  0.23687084  0.23179883
#>  [7,] -0.650621485 -0.640625042 -0.64295635 -0.59598150 -0.57997836
#>  [8,]  0.221520666  0.222449191  0.22491063  0.22898531  0.25785206
#>  [9,]  0.053868347  0.058473672  0.08501818  0.08599521  0.07402141
#> [10,] -0.001538012  0.003426559  0.01360071  0.01180026  0.02561185
#> 
#> attr(,"class")
#> [1] "fData"
#> 
#> $fDList[[2]]
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 0.009009009
#> 
#> $h
#> [1] 0.001001001
#> 
#> $P
#> [1] 10
#> 
#> $N
#> [1] 10
#> 
#> $values
#>               [,1]         [,2]        [,3]        [,4]        [,5]        [,6]
#>  [1,] -0.544757584 -0.535843602 -0.55161037 -0.52038823 -0.51873793 -0.51531255
#>  [2,] -0.516525420 -0.512482660 -0.52309055 -0.50723457 -0.51881514 -0.54768331
#>  [3,]  0.690634060  0.690292578  0.70491754  0.71050736  0.73757831  0.73119210
#>  [4,] -0.785421852 -0.770660164 -0.78020013 -0.79584629 -0.79857936 -0.79951026
#>  [5,]  0.456590273  0.465348715  0.47045613  0.50820192  0.48518144  0.47424680
#>  [6,] -0.551970557 -0.513558469 -0.51331704 -0.50938830 -0.51817365 -0.53542525
#>  [7,] -0.584862212 -0.583477401 -0.59102747 -0.57963826 -0.61598512 -0.60633735
#>  [8,] -0.005799941  0.009859895  0.03895618  0.04136364  0.05539671  0.03516461
#>  [9,] -0.661556439 -0.676806848 -0.67222134 -0.65724662 -0.64631343 -0.64129154
#> [10,] -0.536032832 -0.573134558 -0.55903205 -0.56943976 -0.56881622 -0.56481056
#>              [,7]        [,8]        [,9]       [,10]
#>  [1,] -0.49696115 -0.49573995 -0.46608076 -0.43632587
#>  [2,] -0.52335060 -0.51090123 -0.51142415 -0.53195837
#>  [3,]  0.73024356  0.74082321  0.74381901  0.74657649
#>  [4,] -0.80660401 -0.78725159 -0.79339793 -0.78263643
#>  [5,]  0.44999836  0.42942255  0.43683259  0.43441317
#>  [6,] -0.52391092 -0.52626485 -0.51231862 -0.48412722
#>  [7,] -0.59092202 -0.60136483 -0.58714736 -0.57562317
#>  [8,]  0.04057829  0.03033769  0.02962278  0.01672333
#>  [9,] -0.63232701 -0.62811412 -0.64577033 -0.65501287
#> [10,] -0.56717422 -0.55542828 -0.55133505 -0.52495618
#> 
#> attr(,"class")
#> [1] "fData"
#> 
#> 
#> attr(,"class")
#> [1] "mfData"

# Subsetting only observations
mfD[1:10,]
#> $N
#> [1] 10
#> 
#> $L
#> [1] 2
#> 
#> $P
#> [1] 1000
#> 
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 1
#> 
#> $fDList
#> $fDList[[1]]
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 1
#> 
#> $h
#> [1] 0.001001001
#> 
#> $P
#> [1] 1000
#> 
#> $N
#> [1] 10
#> 
#> $values
#>              [,1]         [,2]         [,3]        [,4]        [,5]
#>  [1,]  0.72216510  0.717081623  0.696308496  0.71021201  0.73397684
#>  [2,] -0.68172088 -0.652045983 -0.645762736 -0.62578016 -0.63654336
#>  [3,] -0.12596165 -0.114844199 -0.103170685 -0.09432731 -0.11100282
#>  [4,]  0.21379095  0.204843120  0.226510805  0.22290477  0.22951990
#>  [5,]  0.32050876  0.341561760  0.364823184  0.39187522  0.37613688
#>  [6,]  0.20566203  0.220494980  0.235528555  0.23150481  0.23000643
#>  [7,] -0.64533409 -0.643341470 -0.640995343 -0.63045622 -0.65053375
#>  [8,]  0.20326933  0.208974726  0.191942848  0.20128453  0.21369724
#>  [9,]  0.01639591  0.023676016  0.007028933  0.01133416  0.04771380
#> [10,]  0.02324210 -0.003072079  0.010778483  0.01128545  0.02259227
#>               [,6]         [,7]        [,8]        [,9]       [,10]       [,11]
#>  [1,]  0.708065361  0.681938551  0.69993104  0.70698821  0.69675925  0.72435554
#>  [2,] -0.658320916 -0.651600172 -0.68938503 -0.70089238 -0.68862251 -0.67966350
#>  [3,] -0.123479082 -0.110093762 -0.12050996 -0.13236236 -0.11371560 -0.09399045
#>  [4,]  0.275807453  0.300839097  0.32188012  0.32552815  0.33177481  0.34884150
#>  [5,]  0.391505620  0.398399926  0.39922702  0.41132453  0.42292493  0.42904975
#>  [6,]  0.228257131  0.243178307  0.22459381  0.23687084  0.23179883  0.23172816
#>  [7,] -0.650621485 -0.640625042 -0.64295635 -0.59598150 -0.57997836 -0.56210382
#>  [8,]  0.221520666  0.222449191  0.22491063  0.22898531  0.25785206  0.26256098
#>  [9,]  0.053868347  0.058473672  0.08501818  0.08599521  0.07402141  0.08835545
#> [10,] -0.001538012  0.003426559  0.01360071  0.01180026  0.02561185  0.05402151
#>             [,12]       [,13]      [,14]       [,15]       [,16]       [,17]
#>  [1,]  0.73430672  0.72765799  0.7592496  0.76327451  0.78457249  0.79551047
#>  [2,] -0.66189705 -0.67842441 -0.6710762 -0.66632235 -0.65756948 -0.63368502
#>  [3,] -0.10683511 -0.10462433 -0.1024988 -0.08444628 -0.06348161 -0.06658418
#>  [4,]  0.32661940  0.35531305  0.3716728  0.35931857  0.36949970  0.36328132
#>  [5,]  0.41819665  0.44249565  0.4320742  0.43305705  0.44927686  0.44816704
#>  [6,]  0.23862516  0.25867902  0.2424363  0.26668830  0.26306086  0.27191265
#>  [7,] -0.54506825 -0.50816484 -0.5068652 -0.52684640 -0.52763785 -0.52778038
#>  [8,]  0.26016257  0.26726171  0.2792994  0.30323953  0.28938072  0.31344608
#>  [9,]  0.07660394  0.08673493  0.1131049  0.12814525  0.16329012  0.16325687
#> [10,]  0.07803575  0.11140693  0.1236441  0.12747635  0.14409988  0.14437084
#>             [,18]       [,19]       [,20]      [,21]       [,22]       [,23]
#>  [1,]  0.80702772  0.79220541  0.76559828  0.7720373  0.75583426  0.76578138
#>  [2,] -0.66239794 -0.64310074 -0.64413813 -0.6612252 -0.69370620 -0.69945665
#>  [3,] -0.07807458 -0.04535301 -0.05839952 -0.0723849 -0.05672538 -0.02535714
#>  [4,]  0.36692247  0.38333108  0.40363797  0.3910078  0.35578495  0.36521711
#>  [5,]  0.44967851  0.49030488  0.50660491  0.5211751  0.55674278  0.54031406
#>  [6,]  0.29007075  0.27464882  0.26849085  0.2787841  0.29694410  0.31674854
#>  [7,] -0.49525453 -0.47851315 -0.48026652 -0.4917518 -0.50955571 -0.50138919
#>  [8,]  0.30416395  0.32045896  0.32607305  0.3266647  0.34607300  0.33987927
#>  [9,]  0.18051559  0.19626376  0.18720533  0.1945461  0.18379090  0.18484230
#> [10,]  0.16652156  0.19121471  0.19449041  0.1913363  0.19697841  0.20490717
#>             [,24]         [,25]       [,26]      [,27]        [,28]
#>  [1,]  0.77466493  0.7818529773  0.76990154  0.8049813  0.826781187
#>  [2,] -0.67969808 -0.6625584891 -0.63415713 -0.5970214 -0.577797922
#>  [3,] -0.01241903 -0.0006419372 -0.01528286 -0.0143080 -0.001413193
#>  [4,]  0.39400733  0.4067244188  0.38781062  0.3690965  0.377578283
#>  [5,]  0.54839520  0.5270332842  0.52015657  0.5137140  0.512638512
#>  [6,]  0.34285787  0.3017211428  0.32009792  0.3473697  0.340600209
#>  [7,] -0.49761640 -0.4991444732 -0.49495262 -0.4897086 -0.493741434
#>  [8,]  0.37061101  0.3928920390  0.40170897  0.4342076  0.436237294
#>  [9,]  0.17569177  0.1753354888  0.18208790  0.2082873  0.235377285
#> [10,]  0.21676953  0.2307569436  0.23824576  0.2258926  0.242409938
#>              [,29]        [,30]       [,31]       [,32]       [,33]      [,34]
#>  [1,]  0.825262371  0.839187875  0.81903435  0.82298902  0.81447697  0.8363402
#>  [2,] -0.563926154 -0.557770399 -0.58022408 -0.56674217 -0.54505641 -0.5230114
#>  [3,] -0.003260639  0.009265539  0.01118971  0.01392044  0.01330081  0.0293815
#>  [4,]  0.402077612  0.418670462  0.42971483  0.45398218  0.46065449  0.4538321
#>  [5,]  0.535440903  0.527864756  0.55005507  0.53228945  0.52783815  0.5698963
#>  [6,]  0.346141265  0.348136401  0.36716019  0.35789307  0.35278801  0.3541103
#>  [7,] -0.481850292 -0.484205889 -0.45811398 -0.46970996 -0.46488294 -0.4749151
#>  [8,]  0.415438203  0.419349421  0.42586252  0.42919336  0.43476416  0.4293319
#>  [9,]  0.252800020  0.285911770  0.28034924  0.26471927  0.26255146  0.2577312
#> [10,]  0.237582627  0.213349575  0.22069870  0.23260679  0.23794299  0.2536677
#>             [,35]       [,36]       [,37]       [,38]        [,39]        [,40]
#>  [1,]  0.83401869  0.82127272  0.84395277  0.86760757  0.879413727  0.916395078
#>  [2,] -0.49659524 -0.48408395 -0.47194688 -0.46905616 -0.478039756 -0.471325348
#>  [3,]  0.02273173  0.03287658  0.03724339  0.01121107  0.003879511  0.002747998
#>  [4,]  0.48249457  0.48183161  0.49539584  0.54212008  0.533858855  0.521292546
#>  [5,]  0.58320957  0.60615303  0.59288563  0.59378931  0.607964898  0.579407482
#>  [6,]  0.34740641  0.31660642  0.32273371  0.32298244  0.326974483  0.334389528
#>  [7,] -0.45819946 -0.41203947 -0.38040489 -0.38160651 -0.366510781 -0.351084834
#>  [8,]  0.41994859  0.46257332  0.48425919  0.54305926  0.547321273  0.571569092
#>  [9,]  0.28441226  0.27556820  0.25912673  0.24471957  0.238732123  0.280999655
#> [10,]  0.25695204  0.27568810  0.28896277  0.30975687  0.325939926  0.324700858
#>             [,41]       [,42]       [,43]       [,44]       [,45]       [,46]
#>  [1,]  0.91720820  0.93252589  0.93856993  0.93628354  0.93754520  0.95544733
#>  [2,] -0.43000180 -0.43495421 -0.43722256 -0.41522585 -0.40463253 -0.40682878
#>  [3,] -0.02060203 -0.02922478 -0.03909062 -0.04588961 -0.06591085 -0.08163457
#>  [4,]  0.54588852  0.54514283  0.50938066  0.48587507  0.49566169  0.50815276
#>  [5,]  0.61131311  0.59443573  0.59594327  0.61974725  0.61987519  0.64052872
#>  [6,]  0.33479533  0.32906114  0.30333705  0.29563259  0.31487722  0.34092679
#>  [7,] -0.34932989 -0.36498450 -0.35306900 -0.34583816 -0.33493393 -0.32845436
#>  [8,]  0.56724378  0.56053400  0.57543367  0.54849199  0.56553099  0.56899060
#>  [9,]  0.29074592  0.29989558  0.29596816  0.32139517  0.31612244  0.31768383
#> [10,]  0.34507644  0.35922117  0.35871680  0.35865513  0.36027401  0.35446581
#>             [,47]       [,48]       [,49]      [,50]      [,51]       [,52]
#>  [1,]  0.96065566  0.97266617  0.97525550  1.0054602  1.0136907  1.00346478
#>  [2,] -0.38757945 -0.38949845 -0.36690964 -0.3969036 -0.3943513 -0.40789701
#>  [3,] -0.07050034 -0.08714733 -0.09480414 -0.1297975 -0.1117559 -0.09028462
#>  [4,]  0.50614946  0.50777960  0.51482952  0.5594869  0.5671900  0.57746846
#>  [5,]  0.63235831  0.62221955  0.63397723  0.6425791  0.6658503  0.68316193
#>  [6,]  0.33948978  0.32706886  0.34451683  0.3585275  0.3711580  0.39284082
#>  [7,] -0.34144317 -0.33498174 -0.33516986 -0.3241696 -0.3235287 -0.30340870
#>  [8,]  0.58282523  0.61841923  0.63370652  0.6186887  0.6230834  0.63579034
#>  [9,]  0.32417482  0.32013006  0.33429599  0.3439084  0.3272993  0.32042178
#> [10,]  0.33633386  0.34539069  0.34921996  0.3453378  0.3370833  0.36617364
#>            [,53]      [,54]      [,55]      [,56]       [,57]      [,58]
#>  [1,]  1.0041645  1.0199362  1.0133064  1.0177069  1.01702360  1.0295588
#>  [2,] -0.4240350 -0.4203407 -0.3869303 -0.3809419 -0.40092840 -0.3908650
#>  [3,] -0.1024973 -0.1079121 -0.1104158 -0.0920441 -0.08629337 -0.0883045
#>  [4,]  0.6168185  0.6045283  0.6137730  0.6078132  0.59400675  0.6150426
#>  [5,]  0.6872429  0.6806941  0.6840079  0.6554080  0.65185970  0.6365855
#>  [6,]  0.3773947  0.3785714  0.4020421  0.4147319  0.42275159  0.4307523
#>  [7,] -0.2978301 -0.3008526 -0.2726550 -0.2640669 -0.25183843 -0.2569209
#>  [8,]  0.6381369  0.6594546  0.6863825  0.6718751  0.64186684  0.6426172
#>  [9,]  0.3422720  0.3277062  0.3541446  0.3596632  0.37235484  0.3779202
#> [10,]  0.3847335  0.4148701  0.4038200  0.4265184  0.42544539  0.4252823
#>             [,59]       [,60]       [,61]       [,62]        [,63]       [,64]
#>  [1,]  1.01345434  1.01561568  1.02774902  1.02347651  1.018304677  0.99613946
#>  [2,] -0.38349491 -0.35575925 -0.36237312 -0.34261769 -0.345659453 -0.34377727
#>  [3,] -0.06064479 -0.04439767 -0.02478031 -0.02427634 -0.007117243  0.01089438
#>  [4,]  0.62305092  0.66774591  0.66899709  0.70003068  0.712694202  0.71662901
#>  [5,]  0.65478889  0.65161030  0.66437858  0.65661799  0.674521835  0.68680323
#>  [6,]  0.44505779  0.42394323  0.43765509  0.42402852  0.448907899  0.45687270
#>  [7,] -0.26240379 -0.26009044 -0.23681677 -0.24677225 -0.252851384 -0.23611099
#>  [8,]  0.63469454  0.64349621  0.64580325  0.64154823  0.635336500  0.64386556
#>  [9,]  0.36718705  0.35737323  0.36774697  0.38504407  0.391974884  0.39638577
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#>             [,65]       [,66]      [,67]       [,68]       [,69]       [,70]
#>  [1,]  0.96793523  0.95851043  0.9534043  0.96588933  1.00741913  1.01146334
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#>             [,71]       [,72]       [,73]       [,74]      [,75]       [,76]
#>  [1,]  0.99548656  1.00872195  1.00977723  1.02337071  1.0163564  1.02019637
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#>             [,77]      [,78]      [,79]      [,80]      [,81]      [,82]
#>  [1,]  1.02020121  1.0383500  1.0807381  1.0838489  1.0950604  1.0967919
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#>            [,83]      [,84]      [,85]      [,86]      [,87]      [,88]
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#>            [,89]       [,90]       [,91]       [,92]       [,93]       [,94]
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#>             [,95]       [,96]       [,97]        [,98]       [,99]     [,100]
#>  [1,]  1.22017239  1.21397860  1.23343543  1.268752465 1.270741038 1.25484316
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#>            [,101]        [,102]     [,103]     [,104]    [,105]     [,106]
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#>  [9,] 0.638137742  0.6344349590 0.65737469 0.66166869 0.6478053 0.63384438
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#>          [,107]     [,108]     [,109]     [,110]     [,111]     [,112]
#>  [1,] 1.3361469 1.34446514 1.33373908 1.37791455 1.36608247 1.38392102
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#>           [,113]     [,114]     [,115]     [,116]    [,117]    [,118]
#>  [1,] 1.42042497 1.43633318 1.46485427 1.47136917 1.4607717 1.4546645
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#>           [,125]     [,126]     [,127]     [,128]    [,129]    [,130]    [,131]
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#>  [9,] 0.9027614 0.9132529 0.9146826 0.9064409 0.9238656 0.9385260 0.9553297
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#>          [,181]    [,182]    [,183]    [,184]    [,185]    [,186]    [,187]
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#>          [,188]    [,189]    [,190]    [,191]    [,192]    [,193]    [,194]
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#>  [8,] 1.4465392 1.4394466 1.4310472 1.4593235 1.4506220 1.4623318 1.4599964
#>  [9,] 0.9944172 0.9720583 0.9721075 0.9844613 0.9852780 0.9820387 0.9828383
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#>          [,195]    [,196]    [,197]    [,198]    [,199]    [,200]    [,201]
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#>  [8,] 1.4755908 1.4871376 1.5101217 1.5608426 1.5606701 1.5605181 1.5577585
#>  [9,] 0.9803937 0.9738948 0.9636665 0.9481386 0.9493500 0.9479356 0.9585944
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#>          [,202]    [,203]    [,204]    [,205]    [,206]    [,207]    [,208]
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#>  [9,] 0.9654381 0.9518589 0.9275962 0.9364231 0.9596010 0.9615620 0.9372091
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#>  [9,] 0.9711647 0.9414452 0.9620979 0.9744081 0.9935487 0.9834014 0.9896047
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#>          [,216]    [,217]    [,218]    [,219]    [,220]    [,221]    [,222]
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#>  [9,] 0.9873574 0.9785618 0.9710234 1.0081310 1.0291084 0.9921363 1.0028140
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#>          [,223]    [,224]    [,225]    [,226]    [,227]    [,228]    [,229]
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#>  [9,] 0.9921775 0.9545650 0.9519534 0.9578575 0.9841973 1.0010262 0.9731701
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#>          [,230]    [,231]    [,232]    [,233]    [,234]    [,235]    [,236]
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#>  [7,] 0.2973135 0.3103542 0.3125008 0.3002334 0.2712539 0.2636066 0.2559973
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#>          [,237]    [,238]    [,239]    [,240]    [,241]    [,242]    [,243]
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#>          [,244]    [,245]    [,246]    [,247]    [,248]    [,249]    [,250]
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#>          [,251]    [,252]    [,253]    [,254]    [,255]    [,256]    [,257]
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#>  [9,] 0.7952066 0.7651040 0.7669066 0.7510584 0.7864253 0.7744630 0.7869412
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#>          [,258]    [,259]    [,260]    [,261]    [,262]    [,263]    [,264]
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#>          [,272]    [,273]    [,274]    [,275]    [,276]    [,277]    [,278]
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#>          [,286]    [,287]    [,288]    [,289]    [,290]    [,291]    [,292]
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#>  [8,] 1.6405692 1.6434850 1.6286035 1.6297975 1.6537069 1.6389851 1.6539896
#>  [9,] 0.7544487 0.7454408 0.7418068 0.7476436 0.7513211 0.7633611 0.7559257
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#>          [,293]     [,294]     [,295]     [,296]     [,297]    [,298]    [,299]
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#>  [9,] 0.7496442 0.71034548 0.68003626 0.69498532 0.72147221 0.7034639 0.7238803
#> [10,] 1.1391722 1.14629933 1.11263951 1.10669463 1.11295431 1.1049473 1.1273789
#>          [,300]    [,301]    [,302]    [,303]    [,304]    [,305]    [,306]
#>  [1,] 1.4208900 1.4177041 1.4225571 1.3913433 1.3661852 1.3843088 1.3902627
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#>  [8,] 1.6652417 1.6696495 1.6647979 1.6639436 1.6619574 1.6654536 1.6618191
#>  [9,] 0.7261282 0.7679237 0.7634024 0.7537165 0.7347999 0.7152441 0.7482667
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#>          [,307]    [,308]    [,309]    [,310]    [,311]    [,312]    [,313]
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#>  [2,] 0.4216498 0.4362590 0.4263570 0.4323865 0.4251439 0.4249599 0.4342585
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#>  [7,] 0.1579560 0.1522391 0.1634869 0.1719209 0.1748020 0.1564847 0.1682585
#>  [8,] 1.6565154 1.6505611 1.6349205 1.6246712 1.6447859 1.6308662 1.6198474
#>  [9,] 0.7510126 0.7557214 0.7350390 0.7177490 0.7325349 0.7025068 0.7076859
#> [10,] 1.1140311 1.1297014 1.1394978 1.1286689 1.1373743 1.1262202 1.1487097
#>          [,314]    [,315]    [,316]    [,317]    [,318]    [,319]    [,320]
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#>  [8,] 1.5924509 1.5919011 1.5912388 1.5957337 1.5909062 1.5516214 1.5493955
#>  [9,] 0.6976586 0.6836894 0.6831281 0.6660978 0.6454816 0.6456950 0.6584636
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#>          [,321]    [,322]    [,323]    [,324]    [,325]    [,326]    [,327]
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#>  [7,] 0.1317055 0.1042333 0.1129693 0.1137118 0.1069349 0.1152749 0.1255128
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#>  [9,] 0.6482887 0.6652300 0.6536747 0.6542789 0.6390223 0.6697741 0.6635338
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#>          [,328]    [,329]    [,330]    [,331]    [,332]    [,333]    [,334]
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#>  [7,] 0.1142391 0.1273799 0.1127030 0.1266343 0.1225356 0.1277369 0.1464012
#>  [8,] 1.4875549 1.4776081 1.5023338 1.4983751 1.5121754 1.5021560 1.5152136
#>  [9,] 0.6393548 0.6379131 0.6431038 0.6420170 0.6385521 0.6240028 0.6194124
#> [10,] 1.0993189 1.1156735 1.1160688 1.1130682 1.1141232 1.1073705 1.1070534
#>          [,335]    [,336]    [,337]    [,338]    [,339]    [,340]    [,341]
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#>  [9,] 0.5913958 0.6001327 0.5716165 0.5844559 0.5705478 0.5806701 0.5846178
#> [10,] 1.0803749 1.0802352 1.0358482 1.0309902 1.0089975 1.0140392 1.0077576
#>          [,342]    [,343]    [,344]    [,345]    [,346]    [,347]    [,348]
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#>  [8,] 1.4898056 1.5055675 1.5002712 1.4886221 1.4794044 1.4783333 1.4944744
#>  [9,] 0.5978093 0.5797644 0.5808023 0.5636419 0.5655900 0.5771310 0.5878489
#> [10,] 1.0035936 1.0184030 1.0335908 1.0127643 0.9917446 0.9737985 0.9569049
#>           [,349]     [,350]    [,351]    [,352]    [,353]    [,354]    [,355]
#>  [1,] 1.38893351 1.39402937 1.4053896 1.3860820 1.4162154 1.4278784 1.4604622
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#>          [,356]    [,357]    [,358]    [,359]    [,360]    [,361]    [,362]
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#>          [,363]     [,364]    [,365]    [,366]     [,367]    [,368]    [,369]
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#>  [9,] 0.4925657 0.47478477 0.4680477 0.4622754 0.45365425 0.4140914 0.4101412
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#>          [,370]    [,371]    [,372]     [,373]     [,374]    [,375]    [,376]
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#>          [,377]    [,378]    [,379]    [,380]     [,381]     [,382]     [,383]
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#>  [8,] 1.2192020 1.1959321 1.2056961 1.1938808 1.21103619 1.21272417 1.21310703
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#>           [,384]    [,385]    [,386]     [,387]     [,388]    [,389]     [,390]
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#>  [8,] 1.20264677 1.2305582 1.2377328 1.22868664 1.21389229 1.2101406 1.19054941
#>  [9,] 0.37277545 0.3485917 0.3635495 0.34801992 0.32638237 0.3191786 0.32588224
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#>           [,391]     [,392]     [,393]     [,394]     [,395]     [,396]
#>  [1,] 1.25507572 1.25571276 1.25900761 1.24739433 1.23591881 1.22041514
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#>  [8,] 1.18298305 1.19408557 1.16538001 1.17553072 1.15649956 1.11896754
#>  [9,] 0.30587495 0.32244883 0.31291175 0.30057057 0.29604128 0.30947427
#> [10,] 0.67922553 0.67430760 0.65882173 0.65990446 0.66020040 0.64036452
#>           [,397]       [,398]      [,399]      [,400]        [,401]      [,402]
#>  [1,] 1.22890294  1.220197426  1.23103192  1.25765246  1.2486465905 1.244868801
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#>  [8,] 1.09427094  1.061876042  1.05308956  1.03680573  1.0542610078 1.059116545
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#> [10,] 0.64270986  0.642066615  0.64355599  0.65183517  0.6478960700 0.634234375
#>             [,403]       [,404]       [,405]       [,406]      [,407]
#>  [1,]  1.235016122  1.233085573  1.231882535  1.231805936  1.21184438
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#>  [8,]  1.039656188  1.032613819  1.013848061  1.013509021  1.00358302
#>  [9,]  0.249520836  0.257124294  0.242545861  0.232642822  0.21976112
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#>            [,408]      [,409]      [,410]      [,411]      [,412]      [,413]
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#>            [,438]       [,439]       [,440]      [,441]      [,442]
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#>             [,443]       [,444]       [,445]       [,446]       [,447]
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#>  [9,] -0.21271958 -0.20081408 -0.1987511 -0.2001046 -0.1902265 -0.1884709
#> [10,]  0.16468562  0.17484128  0.1869371  0.1901705  0.2036567  0.1974941
#>           [,990]     [,991]     [,992]     [,993]     [,994]     [,995]
#>  [1,]  0.7752785  0.7922741  0.8026259  0.8288306  0.8195845  0.8350011
#>  [2,] -0.5315865 -0.5366263 -0.5116254 -0.4931062 -0.4611893 -0.4272947
#>  [3,] -0.8426133 -0.8173414 -0.7858749 -0.7925846 -0.7871687 -0.7940808
#>  [4,]  0.5468037  0.5619337  0.5537018  0.5641044  0.5438630  0.5452310
#>  [5,] -0.4672748 -0.4749507 -0.4820012 -0.4822441 -0.4736412 -0.4560912
#>  [6,]  0.1053429  0.1222850  0.1227039  0.1281322  0.1002734  0.1201997
#>  [7,] -0.4458993 -0.4648389 -0.4761327 -0.4714638 -0.4771371 -0.4505294
#>  [8,]  0.7174549  0.7090502  0.6934543  0.7284066  0.7378382  0.7169037
#>  [9,] -0.1919913 -0.1745949 -0.1728049 -0.1559136 -0.1553650 -0.1608100
#> [10,]  0.1804529  0.1761917  0.1688497  0.1227639  0.1386492  0.1507938
#>           [,996]     [,997]     [,998]     [,999]    [,1000]
#>  [1,]  0.8703957  0.8853840  0.8676329  0.8945528  0.8878170
#>  [2,] -0.4158596 -0.3917845 -0.3973486 -0.3926523 -0.3857498
#>  [3,] -0.7800380 -0.7816061 -0.7468993 -0.7334111 -0.7350907
#>  [4,]  0.5600348  0.5625721  0.5484161  0.5629789  0.5725869
#>  [5,] -0.4608000 -0.4547249 -0.4364679 -0.4432116 -0.4120424
#>  [6,]  0.1179733  0.1130910  0.1270902  0.1502730  0.1392103
#>  [7,] -0.4185787 -0.4154255 -0.3948959 -0.3932848 -0.3919299
#>  [8,]  0.7146068  0.7093524  0.6984672  0.6875343  0.6937543
#>  [9,] -0.1728513 -0.1737590 -0.1647049 -0.1254113 -0.1001438
#> [10,]  0.1930933  0.2069470  0.2365817  0.2535641  0.2720409
#> 
#> attr(,"class")
#> [1] "fData"
#> 
#> $fDList[[2]]
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 1
#> 
#> $h
#> [1] 0.001001001
#> 
#> $P
#> [1] 1000
#> 
#> $N
#> [1] 10
#> 
#> $values
#>               [,1]         [,2]        [,3]        [,4]        [,5]        [,6]
#>  [1,] -0.544757584 -0.535843602 -0.55161037 -0.52038823 -0.51873793 -0.51531255
#>  [2,] -0.516525420 -0.512482660 -0.52309055 -0.50723457 -0.51881514 -0.54768331
#>  [3,]  0.690634060  0.690292578  0.70491754  0.71050736  0.73757831  0.73119210
#>  [4,] -0.785421852 -0.770660164 -0.78020013 -0.79584629 -0.79857936 -0.79951026
#>  [5,]  0.456590273  0.465348715  0.47045613  0.50820192  0.48518144  0.47424680
#>  [6,] -0.551970557 -0.513558469 -0.51331704 -0.50938830 -0.51817365 -0.53542525
#>  [7,] -0.584862212 -0.583477401 -0.59102747 -0.57963826 -0.61598512 -0.60633735
#>  [8,] -0.005799941  0.009859895  0.03895618  0.04136364  0.05539671  0.03516461
#>  [9,] -0.661556439 -0.676806848 -0.67222134 -0.65724662 -0.64631343 -0.64129154
#> [10,] -0.536032832 -0.573134558 -0.55903205 -0.56943976 -0.56881622 -0.56481056
#>              [,7]        [,8]        [,9]       [,10]       [,11]       [,12]
#>  [1,] -0.49696115 -0.49573995 -0.46608076 -0.43632587 -0.41742440 -0.38668323
#>  [2,] -0.52335060 -0.51090123 -0.51142415 -0.53195837 -0.51797130 -0.50270944
#>  [3,]  0.73024356  0.74082321  0.74381901  0.74657649  0.73407322  0.73145329
#>  [4,] -0.80660401 -0.78725159 -0.79339793 -0.78263643 -0.76190246 -0.74038673
#>  [5,]  0.44999836  0.42942255  0.43683259  0.43441317  0.45645728  0.46412450
#>  [6,] -0.52391092 -0.52626485 -0.51231862 -0.48412722 -0.48326598 -0.46037057
#>  [7,] -0.59092202 -0.60136483 -0.58714736 -0.57562317 -0.57091705 -0.57725253
#>  [8,]  0.04057829  0.03033769  0.02962278  0.01672333  0.01985102  0.02615366
#>  [9,] -0.63232701 -0.62811412 -0.64577033 -0.65501287 -0.63960297 -0.63464434
#> [10,] -0.56717422 -0.55542828 -0.55133505 -0.52495618 -0.48918626 -0.48788969
#>             [,13]       [,14]       [,15]       [,16]       [,17]       [,18]
#>  [1,] -0.39629540 -0.38911245 -0.40395167 -0.42160857 -0.39805306 -0.40523631
#>  [2,] -0.48108343 -0.47118791 -0.47407478 -0.46726987 -0.45124548 -0.46621065
#>  [3,]  0.72770996  0.72317599  0.72855142  0.73468857  0.71598665  0.73850963
#>  [4,] -0.75357103 -0.74157462 -0.72566351 -0.71739679 -0.72483265 -0.72386977
#>  [5,]  0.47380953  0.50026974  0.49995602  0.49191326  0.50677070  0.52236565
#>  [6,] -0.43388816 -0.42479296 -0.42335365 -0.42178449 -0.39529083 -0.39227482
#>  [7,] -0.57142897 -0.55273769 -0.53145722 -0.51145756 -0.50622654 -0.50195372
#>  [8,]  0.04076533  0.04325963  0.06069555  0.04797573  0.04876908  0.06711575
#>  [9,] -0.63878345 -0.63929820 -0.63519132 -0.62487688 -0.62317126 -0.62872584
#> [10,] -0.48587344 -0.48280279 -0.46847771 -0.47698375 -0.44428758 -0.46385713
#>            [,19]      [,20]      [,21]      [,22]      [,23]      [,24]
#>  [1,] -0.3884663 -0.3860736 -0.4034330 -0.3779930 -0.3825657 -0.3822186
#>  [2,] -0.4516151 -0.4216682 -0.4048833 -0.4052297 -0.3996893 -0.4097476
#>  [3,]  0.7607118  0.7917120  0.7648430  0.7687175  0.8108184  0.8635559
#>  [4,] -0.7576025 -0.7325360 -0.7230795 -0.7192854 -0.7126932 -0.6893985
#>  [5,]  0.5331695  0.5505258  0.5505258  0.5593552  0.5785594  0.5786263
#>  [6,] -0.3932956 -0.4019513 -0.3659076 -0.3741857 -0.3631083 -0.3611792
#>  [7,] -0.4618931 -0.4925397 -0.4623862 -0.4415376 -0.4797892 -0.4422123
#>  [8,]  0.0885690  0.1265663  0.1493998  0.1618102  0.1316129  0.1536579
#>  [9,] -0.6230562 -0.6144515 -0.5916373 -0.6003531 -0.5729991 -0.5466285
#> [10,] -0.4196973 -0.3740535 -0.3819858 -0.3966120 -0.3851116 -0.3209569
#>            [,25]      [,26]      [,27]      [,28]      [,29]      [,30]
#>  [1,] -0.3891498 -0.3854767 -0.3877650 -0.4149934 -0.4254656 -0.4399020
#>  [2,] -0.3997558 -0.3888450 -0.3726049 -0.3826177 -0.3763858 -0.3673018
#>  [3,]  0.8991480  0.9286253  0.9342545  0.9509043  0.9254360  0.9147286
#>  [4,] -0.6682321 -0.6769012 -0.6749069 -0.7055562 -0.7336272 -0.7441854
#>  [5,]  0.5903138  0.6011500  0.6188574  0.6326012  0.6082399  0.5878375
#>  [6,] -0.3240804 -0.3273677 -0.3008474 -0.2988825 -0.2728086 -0.2539849
#>  [7,] -0.4267903 -0.4333683 -0.4207243 -0.4052725 -0.3979556 -0.4114023
#>  [8,]  0.1646928  0.1623373  0.1753241  0.1938857  0.1984128  0.2074994
#>  [9,] -0.5713913 -0.5746840 -0.5756435 -0.5874493 -0.6031496 -0.5821162
#> [10,] -0.3015868 -0.2781888 -0.2906315 -0.2856078 -0.2693293 -0.2704061
#>            [,31]      [,32]      [,33]      [,34]      [,35]      [,36]
#>  [1,] -0.4199390 -0.4298134 -0.4370634 -0.4236882 -0.4126579 -0.3800056
#>  [2,] -0.3481094 -0.3320166 -0.3318410 -0.3246260 -0.3327664 -0.3348071
#>  [3,]  0.9062839  0.9401110  0.9267828  0.9343399  0.9423576  0.9574226
#>  [4,] -0.7452189 -0.7373099 -0.7464645 -0.7593042 -0.7497076 -0.7128482
#>  [5,]  0.5886386  0.5745996  0.5885217  0.5978262  0.6025525  0.6334593
#>  [6,] -0.2353977 -0.2404684 -0.2902798 -0.2824998 -0.2791264 -0.2945865
#>  [7,] -0.3852266 -0.3825605 -0.3705958 -0.3712282 -0.3781461 -0.3616301
#>  [8,]  0.2221824  0.2291814  0.2389400  0.2505130  0.2549713  0.2644984
#>  [9,] -0.5537154 -0.5449735 -0.5284989 -0.5345246 -0.5041943 -0.5009430
#> [10,] -0.2223218 -0.2171736 -0.1900072 -0.2162399 -0.2086141 -0.1978006
#>            [,37]      [,38]      [,39]      [,40]      [,41]      [,42]
#>  [1,] -0.3923891 -0.4097161 -0.3829860 -0.4020385 -0.3734319 -0.3632942
#>  [2,] -0.3262773 -0.3157049 -0.3037072 -0.3034279 -0.3023512 -0.3167234
#>  [3,]  0.9727675  0.9989889  1.0216442  0.9909299  0.9948017  1.0016980
#>  [4,] -0.7041991 -0.7029492 -0.7099986 -0.7197049 -0.7190356 -0.7108511
#>  [5,]  0.6257421  0.6190690  0.6447554  0.6531451  0.6547723  0.6431645
#>  [6,] -0.2988468 -0.2837188 -0.2620466 -0.2493195 -0.2593410 -0.2333948
#>  [7,] -0.3724457 -0.3756013 -0.3727807 -0.3689875 -0.3584989 -0.3389830
#>  [8,]  0.2746801  0.2640071  0.2814487  0.2644647  0.2615890  0.2509623
#>  [9,] -0.5114685 -0.5031338 -0.5089077 -0.5001549 -0.4907047 -0.4817683
#> [10,] -0.2071274 -0.1680528 -0.1739743 -0.1819350 -0.1945268 -0.2110373
#>            [,43]      [,44]      [,45]      [,46]      [,47]      [,48]
#>  [1,] -0.3393833 -0.3182319 -0.3358038 -0.3412661 -0.3641832 -0.3665780
#>  [2,] -0.3165631 -0.3304129 -0.3603846 -0.3199684 -0.3010569 -0.3038221
#>  [3,]  1.0039307  1.0055439  1.0356567  1.0646704  1.0865243  1.0922926
#>  [4,] -0.7210764 -0.7195114 -0.6995294 -0.6977066 -0.6793272 -0.6631233
#>  [5,]  0.6555267  0.6820401  0.6834220  0.6855943  0.6814651  0.6562917
#>  [6,] -0.2160737 -0.2259863 -0.2163679 -0.2126369 -0.1948352 -0.2064928
#>  [7,] -0.3361193 -0.3356337 -0.3305212 -0.3321431 -0.3351707 -0.3258848
#>  [8,]  0.2692066  0.2616090  0.2641340  0.2687476  0.2826555  0.2651566
#>  [9,] -0.4959674 -0.4620415 -0.4788307 -0.4710010 -0.4518183 -0.4440156
#> [10,] -0.1945978 -0.1809449 -0.1646901 -0.1523894 -0.1379886 -0.1255848
#>            [,49]      [,50]      [,51]      [,52]      [,53]      [,54]
#>  [1,] -0.3525445 -0.3449023 -0.3220596 -0.3071045 -0.2814327 -0.2779926
#>  [2,] -0.2915904 -0.2608566 -0.2300297 -0.2218414 -0.1845333 -0.1772289
#>  [3,]  1.0941239  1.1006168  1.1050489  1.1160942  1.1319693  1.1267898
#>  [4,] -0.6378067 -0.6205403 -0.6254433 -0.5937857 -0.5831447 -0.5829324
#>  [5,]  0.6695595  0.6498350  0.6774203  0.6706803  0.6996786  0.7169992
#>  [6,] -0.2220882 -0.2414496 -0.2537556 -0.2435203 -0.2474351 -0.2288471
#>  [7,] -0.3129891 -0.2717524 -0.3085188 -0.2960905 -0.2957688 -0.2860275
#>  [8,]  0.2684997  0.2697250  0.2616844  0.2611263  0.2567745  0.2464323
#>  [9,] -0.4389873 -0.4331160 -0.4166691 -0.4089459 -0.4110002 -0.4316467
#> [10,] -0.1385205 -0.1525485 -0.1345844 -0.1245087 -0.1085197 -0.1032546
#>            [,55]       [,56]       [,57]       [,58]       [,59]       [,60]
#>  [1,] -0.3059318 -0.28618969 -0.27977743 -0.26248506 -0.27461523 -0.24818673
#>  [2,] -0.1741852 -0.13853201 -0.12656380 -0.13676372 -0.13081139 -0.12380280
#>  [3,]  1.1432159  1.13815239  1.12479082  1.10663266  1.12025955  1.12463863
#>  [4,] -0.5848456 -0.56476931 -0.56037448 -0.54725311 -0.56917834 -0.57197362
#>  [5,]  0.7197529  0.70279625  0.67422038  0.67002176  0.69692547  0.71416401
#>  [6,] -0.2348209 -0.22964073 -0.21011127 -0.20809583 -0.18223641 -0.17288918
#>  [7,] -0.3077571 -0.31742479 -0.29636967 -0.31019387 -0.29713649 -0.27138247
#>  [8,]  0.2687740  0.26296614  0.25686361  0.23576707  0.23948155  0.24556852
#>  [9,] -0.4130089 -0.40911961 -0.42018696 -0.40302712 -0.40687941 -0.39763000
#> [10,] -0.0872167 -0.08367375 -0.07081296 -0.04641642 -0.05016546 -0.04558719
#>            [,61]       [,62]       [,63]       [,64]       [,65]       [,66]
#>  [1,] -0.2324243 -0.23440337 -0.20527643 -0.20815010 -0.20098622 -0.19074503
#>  [2,] -0.1260943 -0.08933206 -0.09907018 -0.09385929 -0.08322245 -0.08264616
#>  [3,]  1.1207070  1.12190866  1.13457164  1.13396918  1.14491670  1.15876669
#>  [4,] -0.5768650 -0.57733114 -0.55307251 -0.52140832 -0.50729471 -0.48965171
#>  [5,]  0.7310083  0.71208072  0.70046139  0.68640008  0.70606251  0.71095145
#>  [6,] -0.1752422 -0.16194782 -0.17382549 -0.16783794 -0.13817976 -0.11297322
#>  [7,] -0.2681223 -0.24586258 -0.22979165 -0.19719599 -0.16940825 -0.15308356
#>  [8,]  0.2766783  0.27205020  0.27957595  0.26013845  0.26816591  0.27714291
#>  [9,] -0.3971010 -0.38680745 -0.36329559 -0.31430703 -0.30868778 -0.28649602
#> [10,] -0.0201484 -0.04381319 -0.05706822 -0.04269327 -0.03424477 -0.02889171
#>             [,67]       [,68]       [,69]       [,70]       [,71]        [,72]
#>  [1,] -0.19338276 -0.20192509 -0.18141144 -0.18244526 -0.18390901 -0.148160626
#>  [2,] -0.06878276 -0.04759881 -0.03089061 -0.01750392 -0.01411426  0.002510519
#>  [3,]  1.14875315  1.14652535  1.10631083  1.11759514  1.12822257  1.104829449
#>  [4,] -0.48920320 -0.50660263 -0.50416334 -0.47382340 -0.44166938 -0.439524390
#>  [5,]  0.72372799  0.73155936  0.72440458  0.73252028  0.73437701  0.701677223
#>  [6,] -0.14140759 -0.12715168 -0.08978470 -0.08723357 -0.06997050 -0.069956246
#>  [7,] -0.14943745 -0.15413842 -0.13997233 -0.13250959 -0.09524305 -0.122044142
#>  [8,]  0.28434185  0.29923162  0.28452424  0.28572806  0.32141971  0.317801125
#>  [9,] -0.30238881 -0.31148776 -0.28620143 -0.29488866 -0.28134176 -0.292510468
#> [10,] -0.03617139 -0.05361598 -0.04860706 -0.05150025 -0.03916053 -0.028949417
#>             [,73]         [,74]       [,75]        [,76]        [,77]
#>  [1,] -0.16075981 -0.1532108300 -0.16320477 -0.156052818 -0.158565553
#>  [2,]  0.01727815  0.0311706651  0.04623052  0.060147543  0.058621662
#>  [3,]  1.11859152  1.0992829809  1.09779672  1.121757971  1.117333469
#>  [4,] -0.44770744 -0.4406958013 -0.41530268 -0.411018595 -0.401019532
#>  [5,]  0.70699934  0.6989864415  0.72878097  0.720522142  0.737932073
#>  [6,] -0.08937476 -0.0847677889 -0.07182232 -0.102162097 -0.077872719
#>  [7,] -0.13222902 -0.1438012430 -0.13561178 -0.127091862 -0.106956884
#>  [8,]  0.35189454  0.3356927115  0.36579003  0.374875481  0.372957891
#>  [9,] -0.28251974 -0.2663650179 -0.25714700 -0.261668975 -0.238679214
#> [10,] -0.01815616 -0.0008879302 -0.01840956 -0.007905243 -0.009007778
#>             [,78]       [,79]       [,80]       [,81]        [,82]        [,83]
#>  [1,] -0.14363247 -0.13834295 -0.13246041 -0.12736047 -0.103344169 -0.109508359
#>  [2,]  0.06673307  0.08472551  0.10588539  0.11946556  0.123701694  0.120795341
#>  [3,]  1.10888741  1.12469561  1.13093407  1.11833856  1.144705520  1.135605994
#>  [4,] -0.36218651 -0.36536763 -0.37592867 -0.32275453 -0.320877329 -0.308816880
#>  [5,]  0.74789649  0.74136842  0.73673209  0.75456223  0.735056808  0.750861135
#>  [6,] -0.07153317 -0.04107738 -0.02586314 -0.02850074 -0.009902506  0.003368197
#>  [7,] -0.07922564 -0.07600402 -0.07793348 -0.06922983 -0.056025421 -0.069284095
#>  [8,]  0.38124857  0.36728784  0.33656462  0.35942053  0.371304162  0.364408053
#>  [9,] -0.27027384 -0.26537040 -0.26171341 -0.26459154 -0.295213065 -0.306407505
#> [10,]  0.02032519  0.01973805  0.03304863  0.04388624  0.041034641  0.063795482
#>             [,84]       [,85]       [,86]       [,87]       [,88]       [,89]
#>  [1,] -0.09623248 -0.06985251 -0.08222442 -0.05254041 -0.07431240 -0.06704336
#>  [2,]  0.13134328  0.13678124  0.14560005  0.15026456  0.17223627  0.17390626
#>  [3,]  1.14390864  1.14032013  1.15307116  1.15927168  1.16861059  1.16479744
#>  [4,] -0.27944766 -0.23869528 -0.21503510 -0.18463066 -0.16283851 -0.12943094
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#>  [7,] -1.07464250 -1.08782125 -1.08422763 -1.08589541 -1.08166378 -1.05761144
#>  [8,] -0.02585318 -0.03801935 -0.02330209 -0.03237149 -0.02367072 -0.04060558
#>  [9,] -0.59713128 -0.59889611 -0.55420371 -0.54652839 -0.52854792 -0.49925505
#> [10,] -0.15019162 -0.17607201 -0.14680955 -0.14448984 -0.15416512 -0.14921801
#>            [,999]    [,1000]
#>  [1,] -0.34341000 -0.3604180
#>  [2,] -0.71874067 -0.7244348
#>  [3,]  0.68073166  0.6858655
#>  [4,] -0.49052140 -0.4463470
#>  [5,]  0.11710020  0.1177386
#>  [6,] -1.01742319 -1.0295876
#>  [7,] -1.07559742 -1.0529626
#>  [8,] -0.03206039 -0.0257418
#>  [9,] -0.46906823 -0.4258427
#> [10,] -0.16830822 -0.1479750
#> 
#> attr(,"class")
#> [1] "fData"
#> 
#> 
#> attr(,"class")
#> [1] "mfData"

# Subsetting only time points (contiguously)
mfD[,1:10]
#> $N
#> [1] 100
#> 
#> $L
#> [1] 2
#> 
#> $P
#> [1] 10
#> 
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 0.009009009
#> 
#> $fDList
#> $fDList[[1]]
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 0.009009009
#> 
#> $h
#> [1] 0.001001001
#> 
#> $P
#> [1] 10
#> 
#> $N
#> [1] 100
#> 
#> $values
#>                [,1]         [,2]         [,3]         [,4]        [,5]
#>   [1,]  0.722165096  0.717081623  0.696308496  0.710212008  0.73397684
#>   [2,] -0.681720877 -0.652045983 -0.645762736 -0.625780164 -0.63654336
#>   [3,] -0.125961655 -0.114844199 -0.103170685 -0.094327311 -0.11100282
#>   [4,]  0.213790951  0.204843120  0.226510805  0.222904769  0.22951990
#>   [5,]  0.320508764  0.341561760  0.364823184  0.391875224  0.37613688
#>   [6,]  0.205662032  0.220494980  0.235528555  0.231504809  0.23000643
#>   [7,] -0.645334086 -0.643341470 -0.640995343 -0.630456219 -0.65053375
#>   [8,]  0.203269327  0.208974726  0.191942848  0.201284527  0.21369724
#>   [9,]  0.016395912  0.023676016  0.007028933  0.011334164  0.04771380
#>  [10,]  0.023242099 -0.003072079  0.010778483  0.011285452  0.02259227
#>  [11,] -0.149243861 -0.135179903 -0.143076322 -0.128604219 -0.12855440
#>  [12,] -0.927086148 -0.943584490 -0.951756343 -0.945232219 -0.95111249
#>  [13,]  0.008090766  0.029974091  0.027449937  0.035815914  0.05154690
#>  [14,]  0.105532027  0.139425572  0.147040202  0.143717332  0.16309231
#>  [15,]  0.372558515  0.396580495  0.400652819  0.435768814  0.45068806
#>  [16,]  0.234787243  0.225177016  0.248651613  0.266713047  0.25169842
#>  [17,]  0.382135712  0.388344825  0.393297802  0.405587629  0.42402692
#>  [18,] -0.278728137 -0.303090459 -0.295534145 -0.295395000 -0.30182581
#>  [19,] -0.537325681 -0.539758141 -0.525388067 -0.554552693 -0.55070841
#>  [20,]  0.220907593  0.205570440  0.218941003  0.234898553  0.23376213
#>  [21,]  0.319177503  0.314994380  0.341184937  0.325177554  0.35319229
#>  [22,]  0.783901670  0.810833098  0.861623604  0.882163367  0.89576004
#>  [23,]  0.443536051  0.475277412  0.482846485  0.479861312  0.49139039
#>  [24,] -0.688383657 -0.662209589 -0.663554329 -0.651442789 -0.62956779
#>  [25,] -0.794447082 -0.781338190 -0.781754778 -0.757629710 -0.76373279
#>  [26,]  0.043223660  0.029098372  0.027101253  0.003828759  0.03567391
#>  [27,]  0.165769873  0.176697060  0.215445833  0.259682379  0.28930892
#>  [28,]  0.561440512  0.576420938  0.598361848  0.608927854  0.58348562
#>  [29,] -0.466438379 -0.438271351 -0.402026261 -0.377541769 -0.37421523
#>  [30,]  0.599995509  0.603869261  0.612496332  0.625410348  0.63109780
#>  [31,]  0.893012075  0.880201262  0.908837347  0.902150564  0.89751249
#>  [32,] -0.823966247 -0.807845576 -0.793350535 -0.794179848 -0.79600740
#>  [33,] -0.226185544 -0.228797387 -0.210155952 -0.194113880 -0.16282662
#>  [34,]  0.122398310  0.149314509  0.172464651  0.169070726  0.15642010
#>  [35,] -0.008318401  0.012108772  0.022920403  0.034040932  0.03043129
#>  [36,] -0.016238613  0.006420625  0.026251300  0.034236154  0.05573015
#>  [37,] -0.908943800 -0.895558245 -0.867099149 -0.854745065 -0.85144332
#>  [38,] -0.593189672 -0.633710049 -0.623942792 -0.622550231 -0.59650690
#>  [39,] -0.095611909 -0.088882452 -0.062965687 -0.060778193 -0.05946377
#>  [40,]  0.173724798  0.216605374  0.227911971  0.216946499  0.23808002
#>  [41,]  0.429148192  0.404075459  0.417823886  0.415146537  0.43628101
#>  [42,] -0.487244499 -0.476849208 -0.470815160 -0.413681511 -0.40179627
#>  [43,] -0.217663886 -0.195556202 -0.201986599 -0.193176941 -0.19764235
#>  [44,] -0.353942585 -0.357198334 -0.343855119 -0.388857385 -0.39602293
#>  [45,] -0.141656423 -0.099036664 -0.121752582 -0.117031153 -0.10940217
#>  [46,] -0.628386409 -0.642298919 -0.637958865 -0.624703488 -0.62841166
#>  [47,] -0.148362293 -0.150894670 -0.148866175 -0.147129927 -0.12896878
#>  [48,]  0.136750322  0.125377375  0.143044494  0.130415383  0.15199250
#>  [49,] -0.659079912 -0.637054934 -0.634728410 -0.624035376 -0.62175282
#>  [50,]  0.649930788  0.672448167  0.651053240  0.658809673  0.65066580
#>  [51,]  0.026271448  0.026735063  0.028290839  0.040963597  0.05595143
#>  [52,] -0.680108838 -0.684959232 -0.686203596 -0.671879807 -0.66918946
#>  [53,]  0.074522394  0.087210785  0.108179256  0.127365345  0.13442484
#>  [54,]  0.305942058  0.316229227  0.294482225  0.301456111  0.32132551
#>  [55,]  0.130924346  0.144482783  0.129645885  0.154980537  0.14067388
#>  [56,]  0.380366097  0.405679761  0.420246925  0.439455102  0.44936960
#>  [57,] -0.323506916 -0.315920725 -0.285704481 -0.321445773 -0.31974597
#>  [58,] -0.439567570 -0.432251836 -0.424862820 -0.402421998 -0.40736097
#>  [59,]  0.098931533  0.090234359  0.098544805  0.101850930  0.10314423
#>  [60,] -0.190690089 -0.174626264 -0.198428255 -0.181223077 -0.16285085
#>  [61,] -0.222162783 -0.189769939 -0.151208724 -0.134511989 -0.12674594
#>  [62,]  0.937478343  0.967613594  0.942914601  0.960413627  0.96594689
#>  [63,] -0.184825832 -0.190389750 -0.183198596 -0.181844614 -0.17105057
#>  [64,]  0.568600167  0.584307032  0.583548062  0.612471740  0.62413060
#>  [65,]  0.255843506  0.266369553  0.263045169  0.269613794  0.27175806
#>  [66,] -0.316809893 -0.301368809 -0.284022256 -0.260105214 -0.28464912
#>  [67,] -0.270017724 -0.263424079 -0.250196741 -0.257567451 -0.23783021
#>  [68,] -0.464876615 -0.441490624 -0.436092723 -0.391994742 -0.36036382
#>  [69,] -1.242194770 -1.206954370 -1.199005192 -1.167613476 -1.14941690
#>  [70,] -0.107757240 -0.111174010 -0.116704351 -0.102738629 -0.10750424
#>  [71,] -0.308835952 -0.328389616 -0.333355869 -0.341887591 -0.34456349
#>  [72,]  0.786440520  0.810308642  0.814938337  0.817590804  0.81698076
#>  [73,] -0.261824528 -0.261965677 -0.249589004 -0.247746139 -0.26052901
#>  [74,]  0.251135060  0.248960696  0.251084050  0.262557876  0.25996619
#>  [75,]  0.395829793  0.389636372  0.407212299  0.404572628  0.40496101
#>  [76,]  0.270491391  0.284016871  0.268581744  0.273120763  0.29531795
#>  [77,]  0.026030274  0.060022794  0.051717700  0.039784525  0.05370077
#>  [78,] -1.143612206 -1.148237131 -1.143924261 -1.129976900 -1.12406418
#>  [79,]  0.525571918  0.552293315  0.584439167  0.578337012  0.57202433
#>  [80,]  0.270288671  0.309758805  0.351267332  0.361324693  0.35025814
#>  [81,] -0.035874702 -0.033189077 -0.007073366 -0.012442369 -0.01374926
#>  [82,] -0.124840501 -0.135098604 -0.118063569 -0.095488503 -0.09374818
#>  [83,]  0.159050859  0.167115885  0.162115787  0.179936667  0.16113656
#>  [84,]  1.051443651  1.067139973  1.057503462  1.057453133  1.08375716
#>  [85,] -0.402844554 -0.401320334 -0.390983656 -0.368356586 -0.36376077
#>  [86,]  1.354635411  1.369243791  1.378439873  1.404439272  1.41484382
#>  [87,] -0.079342483 -0.094573962 -0.084240530 -0.059149284 -0.03516910
#>  [88,]  1.488503511  1.505776830  1.503028979  1.494949186  1.52539677
#>  [89,] -0.460625334 -0.448423626 -0.442745436 -0.422359692 -0.42606317
#>  [90,]  1.078188398  1.097637177  1.116275128  1.139651076  1.13432711
#>  [91,]  0.552526054  0.557521399  0.576602365  0.566624916  0.55474075
#>  [92,] -0.095298566 -0.067813626 -0.062855888 -0.051881717 -0.04186396
#>  [93,]  0.465371641  0.463828131  0.466878046  0.481444308  0.47274093
#>  [94,]  0.317132442  0.310350531  0.301586539  0.284292643  0.30214194
#>  [95,]  0.628597913  0.646205221  0.638919963  0.632975281  0.65691388
#>  [96,] -0.089131274 -0.076011081 -0.088548584 -0.052285735 -0.02217497
#>  [97,] -1.284443601 -1.260688917 -1.253355490 -1.248701091 -1.22320267
#>  [98,] -0.657215471 -0.633801417 -0.627920889 -0.613400286 -0.63089508
#>  [99,]  0.164409764  0.185931021  0.194856074  0.213754841  0.23047555
#> [100,] -0.197739971 -0.194950748 -0.200288610 -0.203083207 -0.18578391
#>                 [,6]         [,7]        [,8]         [,9]        [,10]
#>   [1,]  7.080654e-01  0.681938551  0.69993104  0.706988205  0.696759251
#>   [2,] -6.583209e-01 -0.651600172 -0.68938503 -0.700892385 -0.688622511
#>   [3,] -1.234791e-01 -0.110093762 -0.12050996 -0.132362364 -0.113715601
#>   [4,]  2.758075e-01  0.300839097  0.32188012  0.325528153  0.331774814
#>   [5,]  3.915056e-01  0.398399926  0.39922702  0.411324531  0.422924927
#>   [6,]  2.282571e-01  0.243178307  0.22459381  0.236870841  0.231798831
#>   [7,] -6.506215e-01 -0.640625042 -0.64295635 -0.595981501 -0.579978357
#>   [8,]  2.215207e-01  0.222449191  0.22491063  0.228985309  0.257852056
#>   [9,]  5.386835e-02  0.058473672  0.08501818  0.085995210  0.074021409
#>  [10,] -1.538012e-03  0.003426559  0.01360071  0.011800262  0.025611852
#>  [11,] -1.119311e-01 -0.098265072 -0.06659584 -0.068316804 -0.056294600
#>  [12,] -9.366170e-01 -0.915180927 -0.87946696 -0.859920127 -0.825517163
#>  [13,]  6.017753e-02  0.080913849  0.07750117  0.077008401  0.064576984
#>  [14,]  1.576049e-01  0.183422899  0.20183873  0.190282813  0.204114003
#>  [15,]  4.652139e-01  0.460247154  0.47977652  0.469649005  0.453381312
#>  [16,]  2.599581e-01  0.286783078  0.30819312  0.301471969  0.284888800
#>  [17,]  4.343666e-01  0.436772565  0.44255592  0.446765456  0.465321800
#>  [18,] -2.885862e-01 -0.284360687 -0.27925128 -0.290603020 -0.268100243
#>  [19,] -5.354953e-01 -0.537531419 -0.52669482 -0.516856828 -0.491712265
#>  [20,]  2.418619e-01  0.249932823  0.24301257  0.247976422  0.241948101
#>  [21,]  3.382559e-01  0.328145712  0.32879517  0.341408188  0.345073718
#>  [22,]  9.174233e-01  0.921138974  0.92952590  0.910788161  0.930887251
#>  [23,]  4.969003e-01  0.521515710  0.54043663  0.551432080  0.538096096
#>  [24,] -6.159653e-01 -0.618629701 -0.63497716 -0.616769822 -0.601715419
#>  [25,] -7.449407e-01 -0.769150649 -0.76589837 -0.774190043 -0.768175491
#>  [26,]  6.891073e-02  0.103389520  0.08233032  0.078695292  0.070422716
#>  [27,]  2.862862e-01  0.307282992  0.32726607  0.350529384  0.348032291
#>  [28,]  5.809353e-01  0.580925983  0.57883087  0.580885799  0.582728087
#>  [29,] -3.614159e-01 -0.332359978 -0.29853393 -0.298222105 -0.289132293
#>  [30,]  6.263089e-01  0.630184142  0.66126910  0.670919738  0.696388723
#>  [31,]  8.976156e-01  0.871747796  0.87140545  0.886929648  0.886586044
#>  [32,] -8.043845e-01 -0.798101202 -0.77431349 -0.783363549 -0.781107162
#>  [33,] -1.745936e-01 -0.174831095 -0.17054464 -0.171080730 -0.158015723
#>  [34,]  1.506848e-01  0.163351290  0.15950320  0.135654402  0.127795578
#>  [35,]  3.047668e-02  0.018737854  0.02120516 -0.003342053  0.008517627
#>  [36,]  5.565222e-02  0.052842839  0.05084317  0.050727271  0.059655181
#>  [37,] -8.608284e-01 -0.852125735 -0.84158391 -0.840281423 -0.826966496
#>  [38,] -5.700110e-01 -0.574004133 -0.58301933 -0.594699743 -0.570303869
#>  [39,] -2.118834e-02 -0.003353529 -0.01121500 -0.005446422  0.023787154
#>  [40,]  2.183600e-01  0.218323931  0.22900957  0.239382856  0.253837356
#>  [41,]  4.842113e-01  0.504491814  0.52354805  0.567965849  0.564103871
#>  [42,] -3.802352e-01 -0.351916165 -0.33938791 -0.340157556 -0.312725794
#>  [43,] -2.056966e-01 -0.188820873 -0.18814448 -0.168487081 -0.149685963
#>  [44,] -3.832503e-01 -0.387361321 -0.36897749 -0.380064428 -0.350434340
#>  [45,] -1.111360e-01 -0.106440148 -0.11885440 -0.151229277 -0.141746262
#>  [46,] -6.194279e-01 -0.614534903 -0.61891055 -0.633847176 -0.620922893
#>  [47,] -9.492990e-02 -0.096738979 -0.06248875 -0.031563007 -0.066954889
#>  [48,]  1.317912e-01  0.134395984  0.16088714  0.188640228  0.177951658
#>  [49,] -6.076178e-01 -0.596724116 -0.59889210 -0.595307023 -0.611283100
#>  [50,]  6.455651e-01  0.662642335  0.67918773  0.709947034  0.729381372
#>  [51,]  6.089563e-02  0.090116013  0.10506907  0.097552563  0.080960066
#>  [52,] -6.676089e-01 -0.674955438 -0.68006696 -0.668743648 -0.650391836
#>  [53,]  1.206480e-01  0.148813811  0.16030992  0.145885181  0.129002780
#>  [54,]  3.418926e-01  0.338932441  0.35835029  0.376386399  0.380048187
#>  [55,]  1.427224e-01  0.180283583  0.19376182  0.212225161  0.236342709
#>  [56,]  4.310524e-01  0.409025407  0.41762719  0.428127763  0.430766208
#>  [57,] -2.971433e-01 -0.291176242 -0.29301054 -0.298162089 -0.292129615
#>  [58,] -4.141444e-01 -0.404764738 -0.39166700 -0.410741687 -0.404300590
#>  [59,]  1.233831e-01  0.114714692  0.12946537  0.143306185  0.133810621
#>  [60,] -1.487905e-01 -0.147461416 -0.12977924 -0.118617158 -0.136039366
#>  [61,] -1.052689e-01 -0.097169828 -0.07933822 -0.083839539 -0.066577277
#>  [62,]  9.956368e-01  1.008507673  1.05272250  1.047748874  1.067885114
#>  [63,] -1.399887e-01 -0.123762489 -0.11545016 -0.120251003 -0.094288773
#>  [64,]  6.251816e-01  0.623333896  0.61554854  0.627191219  0.668860726
#>  [65,]  2.699543e-01  0.280072110  0.31487968  0.303339255  0.325771892
#>  [66,] -2.683079e-01 -0.266275738 -0.23538359 -0.251959469 -0.236215501
#>  [67,] -2.417329e-01 -0.221151527 -0.21124201 -0.228942992 -0.203070771
#>  [68,] -3.616845e-01 -0.363326998 -0.36488435 -0.377144868 -0.382249861
#>  [69,] -1.122936e+00 -1.124729574 -1.13277120 -1.141621385 -1.111528495
#>  [70,] -9.022447e-02 -0.113464729 -0.12346402 -0.121864111 -0.110999768
#>  [71,] -3.598583e-01 -0.356465260 -0.33134409 -0.310824065 -0.324835359
#>  [72,]  8.136644e-01  0.820833564  0.83576612  0.840676905  0.853134755
#>  [73,] -2.792236e-01 -0.253799178 -0.22962661 -0.219502974 -0.199407676
#>  [74,]  2.854642e-01  0.288706410  0.30872947  0.307188531  0.311870032
#>  [75,]  4.439125e-01  0.443439798  0.43754925  0.414268306  0.420794639
#>  [76,]  3.298373e-01  0.311310258  0.31207801  0.312574585  0.317377981
#>  [77,]  6.908802e-02  0.066698577  0.05283969  0.077260717  0.073860436
#>  [78,] -1.124022e+00 -1.118751369 -1.12321699 -1.127632577 -1.112992155
#>  [79,]  5.748134e-01  0.577230038  0.58570376  0.578091519  0.574528942
#>  [80,]  3.181323e-01  0.307524249  0.29941081  0.320195771  0.335552792
#>  [81,] -1.070011e-02  0.013314250  0.02025168  0.013495350  0.017672863
#>  [82,] -6.279131e-02 -0.085065916 -0.06613176 -0.063597382 -0.063671244
#>  [83,]  1.961642e-01  0.202706128  0.18745829  0.202570455  0.226385984
#>  [84,]  1.072469e+00  1.071599835  1.07370589  1.084539264  1.074163998
#>  [85,] -3.637788e-01 -0.363269836 -0.37825298 -0.353342944 -0.360675472
#>  [86,]  1.412847e+00  1.423038330  1.44990673  1.486681179  1.480635199
#>  [87,] -4.461766e-02 -0.021557085 -0.02039036 -0.021028019  0.000869378
#>  [88,]  1.508657e+00  1.513273373  1.52198794  1.540725647  1.527352145
#>  [89,] -4.207100e-01 -0.412984790 -0.41140731 -0.404749944 -0.409602342
#>  [90,]  1.144128e+00  1.138939013  1.13878896  1.140214697  1.149212656
#>  [91,]  5.472076e-01  0.545519830  0.55058251  0.554397395  0.576112473
#>  [92,] -7.733023e-05  0.003742116 -0.00264800  0.035459276  0.035871357
#>  [93,]  4.612666e-01  0.454995115  0.45740708  0.449092492  0.442200520
#>  [94,]  3.031667e-01  0.325315641  0.32893411  0.307647306  0.334139808
#>  [95,]  6.665555e-01  0.669810480  0.66725964  0.681870132  0.687739319
#>  [96,]  2.202573e-02  0.023483646  0.02483912  0.041383442  0.064750739
#>  [97,] -1.203661e+00 -1.205566480 -1.20520017 -1.211491616 -1.205296626
#>  [98,] -6.065704e-01 -0.590152307 -0.56140656 -0.536538222 -0.536394688
#>  [99,]  2.317780e-01  0.243397820  0.24153192  0.232748668  0.237657842
#> [100,] -1.928141e-01 -0.206712085 -0.16948211 -0.155151014 -0.150434343
#> 
#> attr(,"class")
#> [1] "fData"
#> 
#> $fDList[[2]]
#> $t0
#> [1] 0
#> 
#> $tP
#> [1] 0.009009009
#> 
#> $h
#> [1] 0.001001001
#> 
#> $P
#> [1] 10
#> 
#> $N
#> [1] 100
#> 
#> $values
#>                [,1]         [,2]        [,3]        [,4]         [,5]
#>   [1,] -0.544757584 -0.535843602 -0.55161037 -0.52038823 -0.518737927
#>   [2,] -0.516525420 -0.512482660 -0.52309055 -0.50723457 -0.518815144
#>   [3,]  0.690634060  0.690292578  0.70491754  0.71050736  0.737578309
#>   [4,] -0.785421852 -0.770660164 -0.78020013 -0.79584629 -0.798579365
#>   [5,]  0.456590273  0.465348715  0.47045613  0.50820192  0.485181440
#>   [6,] -0.551970557 -0.513558469 -0.51331704 -0.50938830 -0.518173654
#>   [7,] -0.584862212 -0.583477401 -0.59102747 -0.57963826 -0.615985118
#>   [8,] -0.005799941  0.009859895  0.03895618  0.04136364  0.055396711
#>   [9,] -0.661556439 -0.676806848 -0.67222134 -0.65724662 -0.646313426
#>  [10,] -0.536032832 -0.573134558 -0.55903205 -0.56943976 -0.568816223
#>  [11,]  0.021991959  0.044336538  0.06625736  0.05647670  0.069565386
#>  [12,]  0.555423336  0.543835979  0.55629691  0.54708633  0.541266913
#>  [13,]  0.464589434  0.477871526  0.45719983  0.48018058  0.483173880
#>  [14,]  0.009658843  0.022134016  0.05375416  0.05003729  0.054422003
#>  [15,]  0.653603845  0.639266720  0.67040197  0.67328137  0.694848733
#>  [16,]  0.399466305  0.413686014  0.41450204  0.43583133  0.438807129
#>  [17,]  0.125692291  0.131265413  0.15104299  0.15878605  0.143595249
#>  [18,]  0.048467541  0.043239977  0.04609913  0.04146736  0.036270556
#>  [19,]  0.252661291  0.275176179  0.28117074  0.28000473  0.267767882
#>  [20,] -0.269562481 -0.281942372 -0.27146519 -0.26468130 -0.264366723
#>  [21,] -0.308545323 -0.274286887 -0.27867367 -0.27271808 -0.245900399
#>  [22,] -0.103802486 -0.104487616 -0.08645318 -0.08816184 -0.072364779
#>  [23,]  0.769995388  0.757313752  0.75849012  0.77378795  0.793960700
#>  [24,]  0.288636730  0.302127006  0.29081082  0.29707090  0.297596258
#>  [25,]  0.003610293  0.012251454  0.02540028  0.06309037  0.074289226
#>  [26,]  0.071754329  0.069363872  0.08460377  0.09633869  0.093645968
#>  [27,] -0.060459686 -0.058447055 -0.04541912 -0.05681225 -0.052240935
#>  [28,]  0.759322126  0.776273590  0.75395936  0.78088684  0.783451593
#>  [29,] -1.073180499 -1.078615368 -1.06601443 -1.03258691 -1.061725594
#>  [30,]  0.411057889  0.428169624  0.42276312  0.42083677  0.435480749
#>  [31,]  0.281338847  0.293348416  0.28917937  0.29738006  0.299315940
#>  [32,] -0.006988454 -0.016624094 -0.06059181 -0.07736817 -0.076065654
#>  [33,]  0.450918865  0.446353318  0.44686071  0.44463182  0.464922251
#>  [34,] -0.897640511 -0.885992276 -0.83625180 -0.80729123 -0.818346010
#>  [35,] -0.191542634 -0.177204572 -0.15443590 -0.12469898 -0.116095488
#>  [36,]  0.384253758  0.375182451  0.36856169  0.39243730  0.415275719
#>  [37,]  0.613627160  0.625273421  0.62476489  0.63050805  0.650309186
#>  [38,]  0.832348869  0.831714866  0.83319201  0.82736903  0.819177000
#>  [39,]  0.592630701  0.603669446  0.62259020  0.61992573  0.621366713
#>  [40,]  0.650471391  0.650101594  0.66800002  0.67121032  0.684076502
#>  [41,]  0.520149730  0.526361864  0.50498123  0.49383630  0.516439030
#>  [42,]  0.403781541  0.425142283  0.44107081  0.44289551  0.434922935
#>  [43,] -0.068904499 -0.058885025 -0.06002355 -0.05655242 -0.032090590
#>  [44,]  0.830530556  0.806158065  0.81290782  0.81165487  0.791106872
#>  [45,] -0.052081197 -0.049536609 -0.03778529  0.00073346 -0.008030180
#>  [46,] -0.230977926 -0.228432580 -0.22423357 -0.21499453 -0.197922136
#>  [47,] -1.011018290 -0.995033880 -1.00568956 -1.00492835 -0.998823715
#>  [48,] -0.378815474 -0.382598117 -0.38760151 -0.38229088 -0.397408493
#>  [49,] -0.184618173 -0.197072071 -0.17400619 -0.19679851 -0.184189635
#>  [50,]  0.399069177  0.423326881  0.44861815  0.45828058  0.471346718
#>  [51,]  0.623865267  0.633383891  0.63157055  0.64194253  0.652414146
#>  [52,] -0.057470545 -0.033033037 -0.04886446 -0.02534220 -0.005318861
#>  [53,] -0.098780490 -0.103680423 -0.11154846 -0.10654202 -0.120441298
#>  [54,]  0.233908923  0.265166360  0.30868180  0.32975819  0.357031903
#>  [55,]  0.447659132  0.454810049  0.47107067  0.46916240  0.461485041
#>  [56,]  1.615780650  1.576157639  1.55908086  1.57432957  1.571732055
#>  [57,]  0.101228125  0.100061914  0.10634784  0.13784763  0.137868678
#>  [58,] -0.225550888 -0.222689711 -0.20808651 -0.20565157 -0.214959820
#>  [59,]  0.291359115  0.315966930  0.30674487  0.34328500  0.361184047
#>  [60,]  0.881532726  0.882591461  0.88678274  0.86765640  0.843612011
#>  [61,]  0.033823026  0.035222945  0.04773533  0.07033736  0.067132625
#>  [62,] -0.991389733 -0.977503248 -0.95701817 -0.94121556 -0.945348123
#>  [63,]  0.529691671  0.537634507  0.55077528  0.55996182  0.550545793
#>  [64,]  0.227340315  0.237702897  0.24043758  0.24593371  0.272651223
#>  [65,] -0.058212799 -0.034975457 -0.02367775 -0.01667546 -0.010050261
#>  [66,] -0.030130365  0.013824011  0.04192014  0.03727705  0.047801376
#>  [67,] -0.035815271 -0.020430667 -0.03577960 -0.06483282 -0.063402048
#>  [68,] -0.708822421 -0.703638914 -0.69121911 -0.68048419 -0.660026125
#>  [69,] -0.385661511 -0.409646884 -0.40040292 -0.37012756 -0.360910388
#>  [70,] -0.081482514 -0.065397552 -0.08108330 -0.07541521 -0.059281739
#>  [71,]  0.267802209  0.284118188  0.29559480  0.32402665  0.322990862
#>  [72,]  1.170698252  1.168416014  1.17127582  1.16456743  1.176002904
#>  [73,]  0.841952050  0.826679595  0.79962197  0.82203043  0.838726995
#>  [74,] -0.013210781  0.010564459  0.04968445  0.03150884  0.027908772
#>  [75,] -0.871995907 -0.876260328 -0.85102402 -0.82335330 -0.832540902
#>  [76,]  0.445076152  0.457835700  0.45941575  0.47055964  0.472293172
#>  [77,]  0.415321591  0.418515121  0.44040461  0.45445329  0.474248695
#>  [78,]  0.364736950  0.389695255  0.39897486  0.40256126  0.391619293
#>  [79,] -0.349485605 -0.345375669 -0.35678647 -0.35475918 -0.324687151
#>  [80,] -1.064525805 -1.084962947 -1.07865479 -1.08528586 -1.071613236
#>  [81,]  0.447561601  0.448561565  0.44335062  0.45623369  0.489378305
#>  [82,] -0.031036213 -0.025819721 -0.03267872 -0.05105536 -0.052885850
#>  [83,] -0.322818993 -0.339002535 -0.33233946 -0.32851201 -0.338818307
#>  [84,]  0.117120268  0.139800999  0.11358119  0.12820963  0.153001553
#>  [85,]  0.188436390  0.229131739  0.19911593  0.22530310  0.240963194
#>  [86,] -0.437589003 -0.434932823 -0.43285795 -0.42448488 -0.415086943
#>  [87,]  1.594812368  1.612854427  1.60835871  1.64483582  1.669463534
#>  [88,] -0.030970949 -0.006875316 -0.01368718 -0.00264884 -0.017453531
#>  [89,]  0.170564203  0.182334038  0.18773512  0.19968135  0.207723591
#>  [90,]  0.297453587  0.272978093  0.26745000  0.27828670  0.297570799
#>  [91,]  0.044894185  0.060666949  0.03233492  0.01141772  0.052909612
#>  [92,] -0.374153820 -0.383873491 -0.38221453 -0.37767876 -0.383245089
#>  [93,] -0.968130653 -0.958867925 -0.96421500 -0.98968056 -0.991805552
#>  [94,]  0.211474942  0.246940057  0.27195628  0.26910911  0.289815287
#>  [95,]  0.700743031  0.672432744  0.66317143  0.65849500  0.641364112
#>  [96,]  0.384476880  0.386628276  0.38422171  0.39816147  0.392604890
#>  [97,] -0.210512912 -0.210996593 -0.20745759 -0.18567582 -0.175514343
#>  [98,]  0.198715356  0.218561406  0.21280104  0.22612106  0.232916788
#>  [99,]  0.552109766  0.565325770  0.58417736  0.60631360  0.615778067
#> [100,]  0.146334916  0.160438498  0.18684533  0.20326374  0.199369450
#>                 [,6]         [,7]         [,8]         [,9]        [,10]
#>   [1,] -0.5153125502 -0.496961153 -0.495739946 -0.466080761 -0.436325869
#>   [2,] -0.5476833050 -0.523350598 -0.510901233 -0.511424152 -0.531958366
#>   [3,]  0.7311920975  0.730243556  0.740823207  0.743819008  0.746576491
#>   [4,] -0.7995102579 -0.806604010 -0.787251588 -0.793397928 -0.782636427
#>   [5,]  0.4742467985  0.449998362  0.429422551  0.436832593  0.434413171
#>   [6,] -0.5354252504 -0.523910918 -0.526264854 -0.512318621 -0.484127216
#>   [7,] -0.6063373500 -0.590922020 -0.601364825 -0.587147359 -0.575623172
#>   [8,]  0.0351646063  0.040578292  0.030337688  0.029622785  0.016723334
#>   [9,] -0.6412915359 -0.632327012 -0.628114123 -0.645770331 -0.655012868
#>  [10,] -0.5648105625 -0.567174217 -0.555428278 -0.551335052 -0.524956179
#>  [11,]  0.0935250994  0.095045934  0.114403091  0.107697724  0.123543455
#>  [12,]  0.5326516448  0.513928552  0.524330617  0.552487273  0.569285665
#>  [13,]  0.5027329954  0.510290049  0.543705974  0.571513896  0.555993624
#>  [14,]  0.0485097813  0.067999297  0.077723238  0.086934697  0.115390567
#>  [15,]  0.7108113522  0.698552141  0.687316475  0.683758137  0.679459816
#>  [16,]  0.4630360571  0.498919537  0.509524026  0.535897046  0.545560291
#>  [17,]  0.1604187929  0.155140107  0.188664103  0.201225730  0.183845265
#>  [18,]  0.0490272131  0.060798382  0.062323296  0.050741406  0.068035831
#>  [19,]  0.2617680272  0.276676754  0.266896147  0.272353380  0.279282341
#>  [20,] -0.2594166793 -0.270291305 -0.276570566 -0.240445532 -0.243842877
#>  [21,] -0.2409512777 -0.219084788 -0.245462327 -0.209432165 -0.229762761
#>  [22,] -0.0642095558 -0.052087831 -0.027486409 -0.014657359  0.028570793
#>  [23,]  0.7778941960  0.773411771  0.764736649  0.767467186  0.791776300
#>  [24,]  0.3073795874  0.346456523  0.356465103  0.356662355  0.373804203
#>  [25,]  0.1019123510  0.095708151  0.082209192  0.106111743  0.103586329
#>  [26,]  0.1099765893  0.094823330  0.095858413  0.096423367  0.115721249
#>  [27,] -0.0592098291 -0.049701707 -0.057060688 -0.050297223  0.002690037
#>  [28,]  0.7645884958  0.740361881  0.788222447  0.773227629  0.788962345
#>  [29,] -1.0497328787 -1.066418227 -1.084860932 -1.063860487 -1.031138751
#>  [30,]  0.4478981393  0.477828761  0.449100123  0.462223338  0.456761520
#>  [31,]  0.3202761010  0.279359486  0.287588335  0.318359826  0.320502725
#>  [32,] -0.0470604187 -0.023082788 -0.016408894 -0.029313273 -0.034414199
#>  [33,]  0.4834141028  0.502002375  0.490828738  0.471420741  0.470083702
#>  [34,] -0.8151907703 -0.815013086 -0.782675735 -0.801220177 -0.799513041
#>  [35,] -0.1460341547 -0.155155661 -0.134228990 -0.116068037 -0.101420893
#>  [36,]  0.3844011346  0.393640769  0.427891878  0.432338510  0.426480681
#>  [37,]  0.6574311821  0.657949687  0.657120798  0.678548645  0.672299983
#>  [38,]  0.8274927687  0.826631568  0.851887110  0.892451067  0.879727958
#>  [39,]  0.6234644320  0.645156699  0.626316994  0.621224711  0.620231259
#>  [40,]  0.6945044088  0.706757912  0.709334317  0.719708375  0.718599439
#>  [41,]  0.5310403660  0.533611149  0.541360110  0.545326089  0.517563296
#>  [42,]  0.4543410086  0.465779800  0.475191490  0.494648138  0.521610599
#>  [43,] -0.0425352715 -0.020430544 -0.043669388 -0.050875453 -0.050268456
#>  [44,]  0.7927548625  0.808469992  0.821070672  0.838456139  0.848210932
#>  [45,] -0.0001562594  0.007594309  0.005048481 -0.004924730  0.022389720
#>  [46,] -0.1737048660 -0.144072260 -0.139542921 -0.137558508 -0.145261313
#>  [47,] -1.0048621050 -1.007933101 -1.005611837 -0.998823016 -0.977933134
#>  [48,] -0.4082117368 -0.371078548 -0.389545188 -0.379056436 -0.349864737
#>  [49,] -0.1607221696 -0.148162673 -0.131419115 -0.141324608 -0.139239603
#>  [50,]  0.4631881139  0.461686993  0.459066086  0.462565581  0.457914434
#>  [51,]  0.6824541104  0.715846598  0.738579979  0.752981426  0.740055333
#>  [52,]  0.0244372209 -0.008189563  0.005357359  0.002197780  0.032737808
#>  [53,] -0.1284460440 -0.120702777 -0.138406208 -0.122068471 -0.086316183
#>  [54,]  0.3755331591  0.357861901  0.355211162  0.359786479  0.372522770
#>  [55,]  0.4339303457  0.457404996  0.469352322  0.472986307  0.476601698
#>  [56,]  1.5831934382  1.603238034  1.609415659  1.605854256  1.623369573
#>  [57,]  0.1352777156  0.146941470  0.152905858  0.135927776  0.140061690
#>  [58,] -0.1980001132 -0.208963690 -0.211296400 -0.197623982 -0.200258163
#>  [59,]  0.3546937854  0.355973860  0.365174810  0.396717763  0.425026315
#>  [60,]  0.8335537968  0.835814561  0.823333762  0.809709117  0.825645302
#>  [61,]  0.0569172282  0.042143762  0.081064824  0.083253080  0.079017447
#>  [62,] -0.9289371792 -0.920715501 -0.934084938 -0.920853285 -0.901868857
#>  [63,]  0.5670737238  0.568905932  0.537285962  0.519261544  0.519589565
#>  [64,]  0.2705181726  0.290634341  0.293465224  0.304209974  0.285364037
#>  [65,] -0.0138893611 -0.002257508 -0.023905073  0.009612572  0.009833839
#>  [66,]  0.0485427704  0.048626116  0.073721785  0.089956069  0.071897951
#>  [67,] -0.0291171656 -0.019748925 -0.012147484 -0.015686248  0.010937800
#>  [68,] -0.6475789533 -0.635072313 -0.630673338 -0.622800480 -0.629813636
#>  [69,] -0.3636229096 -0.367274968 -0.354067764 -0.346962254 -0.361860910
#>  [70,]  0.0066149788  0.027129361  0.016444594  0.034493447  0.033306499
#>  [71,]  0.3346623651  0.363165910  0.363929432  0.357378292  0.397176398
#>  [72,]  1.1590104565  1.147870770  1.139026522  1.136676008  1.147037797
#>  [73,]  0.8280601603  0.828813438  0.823316507  0.828763206  0.812847321
#>  [74,]  0.0210200325  0.017770707  0.022758171  0.011209192  0.030400150
#>  [75,] -0.8388238446 -0.839774233 -0.843280445 -0.836901344 -0.844232732
#>  [76,]  0.4928536927  0.495051263  0.495895381  0.496705968  0.511165458
#>  [77,]  0.4671402869  0.459641930  0.448744658  0.453811832  0.485262890
#>  [78,]  0.3694549192  0.372491672  0.380894721  0.356407402  0.382773545
#>  [79,] -0.3121175938 -0.295076347 -0.272304767 -0.269404239 -0.269149788
#>  [80,] -1.0674514427 -1.050832498 -1.050855854 -1.048500811 -1.028829499
#>  [81,]  0.4564419116  0.438335807  0.430451757  0.443220068  0.450059492
#>  [82,] -0.0380288552 -0.026930647 -0.015497864  0.013779540  0.009368423
#>  [83,] -0.3179645824 -0.319330771 -0.301884435 -0.276843821 -0.282850264
#>  [84,]  0.1787739885  0.175981386  0.219528878  0.215243894  0.244074480
#>  [85,]  0.2473846643  0.233697461  0.253923267  0.264322788  0.290152289
#>  [86,] -0.4130895418 -0.387003733 -0.389823283 -0.392705514 -0.370278998
#>  [87,]  1.6864677078  1.693246876  1.733538965  1.752797412  1.760127627
#>  [88,] -0.0135140581  0.005645979  0.014185854  0.017133191  0.033425611
#>  [89,]  0.1877621522  0.183729179  0.216333441  0.215196603  0.210115354
#>  [90,]  0.3148877670  0.332613317  0.341534716  0.361942222  0.375958868
#>  [91,]  0.0531776715  0.054771968  0.057916155  0.076012267  0.081231403
#>  [92,] -0.4074008264 -0.377267408 -0.354667766 -0.353529479 -0.333619765
#>  [93,] -1.0072937998 -1.012160765 -0.998735958 -1.007507040 -1.013326460
#>  [94,]  0.2866913927  0.274793090  0.256658091  0.232177448  0.257059071
#>  [95,]  0.6116861162  0.609693498  0.625172786  0.643194732  0.658636687
#>  [96,]  0.3892270817  0.412282768  0.414334333  0.420124068  0.436472632
#>  [97,] -0.1714011801 -0.172672665 -0.160780178 -0.144086346 -0.127143087
#>  [98,]  0.2464011453  0.259860567  0.236582985  0.200066427  0.200359671
#>  [99,]  0.6155575631  0.602001309  0.632795558  0.647217948  0.660165024
#> [100,]  0.2257407548  0.232851706  0.216496586  0.215469036  0.221219374
#> 
#> attr(,"class")
#> [1] "fData"
#> 
#> 
#> attr(,"class")
#> [1] "mfData"