Get Factor Scores and the Corresponding Standard Error of Measurement
get_fs.RdGet Factor Scores and the Corresponding Standard Error of Measurement
Usage
get_fs(
data,
model = NULL,
group = NULL,
method = c("regression", "Bartlett"),
corrected_fsT = FALSE,
vfsLT = FALSE,
reliability = FALSE,
...
)Arguments
- data
A data frame containing indicators.
- model
An optional string specifying the measurement model in
lavaansyntax. Seemodel.syntaxfor more information.- group
Character. Name of the grouping variable for multiple group analysis, which is passed to
cfa.- method
Character. Method for computing factor scores (options are "regression" or "Bartlett"). Currently, the default is "regression" to be consistent with
lavPredict, but the Bartlett scores have more desirable properties and may be preferred for 2S-PA.- corrected_fsT
Logical. Whether to correct for the sampling error in the factor score weights when computing the error variance estimates of factor scores.
- vfsLT
Logical. Whether to return the covariance matrix of
fsTandfsL, which can be used as input forvcov_corrected()to obtain corrected covariances and standard errors fortspa()results. This is currently ignored.- reliability
Logical. Whether to return the reliability of factor scores.
- ...
additional arguments passed to
cfa. SeelavOptionsfor a complete list.
Value
A data frame containing the factor scores (with prefix "fs_"),
the standard errors (with suffix "_se"), the implied loadings
of factor "_by_" factor scores, and the error variance-covariance
of the factor scores (with prefix "evfs_"). The following are
also returned as attributes:
* fsT: error covariance of factor scores
* fsL: loading matrix of factor scores
* fsb: intercepts of factor scores
* scoring_matrix: weights for computing factor scores from items
Examples
library(lavaan)
get_fs(PoliticalDemocracy[c("x1", "x2", "x3")])
#> fs_f1 fs_f1_se f1_by_fs_f1 ev_fs_f1
#> 1 -0.52616832 0.1213615 0.9657673 0.01472862
#> 2 0.14365274 0.1213615 0.9657673 0.01472862
#> 3 0.71435592 0.1213615 0.9657673 0.01472862
#> 4 1.23992565 0.1213615 0.9657673 0.01472862
#> 5 0.83190803 0.1213615 0.9657673 0.01472862
#> 6 0.21238453 0.1213615 0.9657673 0.01472862
#> 7 0.11880855 0.1213615 0.9657673 0.01472862
#> 8 0.11322703 0.1213615 0.9657673 0.01472862
#> 9 0.25617279 0.1213615 0.9657673 0.01472862
#> 10 0.37112496 0.1213615 0.9657673 0.01472862
#> 11 0.67281395 0.1213615 0.9657673 0.01472862
#> 12 0.56885577 0.1213615 0.9657673 0.01472862
#> 13 1.31369791 0.1213615 0.9657673 0.01472862
#> 14 0.22042629 0.1213615 0.9657673 0.01472862
#> 15 0.57849228 0.1213615 0.9657673 0.01472862
#> 16 0.37805983 0.1213615 0.9657673 0.01472862
#> 17 0.05734046 0.1213615 0.9657673 0.01472862
#> 18 -0.01609202 0.1213615 0.9657673 0.01472862
#> 19 0.88923616 0.1213615 0.9657673 0.01472862
#> 20 1.11445897 0.1213615 0.9657673 0.01472862
#> 21 0.94657339 0.1213615 0.9657673 0.01472862
#> 22 0.90122770 0.1213615 0.9657673 0.01472862
#> 23 0.58409450 0.1213615 0.9657673 0.01472862
#> 24 0.64089192 0.1213615 0.9657673 0.01472862
#> 25 0.91021968 0.1213615 0.9657673 0.01472862
#> 26 -0.89660969 0.1213615 0.9657673 0.01472862
#> 27 -0.13195991 0.1213615 0.9657673 0.01472862
#> 28 -0.52968769 0.1213615 0.9657673 0.01472862
#> 29 -0.81799629 0.1213615 0.9657673 0.01472862
#> 30 -1.27199371 0.1213615 0.9657673 0.01472862
#> 31 -0.32096024 0.1213615 0.9657673 0.01472862
#> 32 -1.16780103 0.1213615 0.9657673 0.01472862
#> 33 -0.12295473 0.1213615 0.9657673 0.01472862
#> 34 -0.04285945 0.1213615 0.9657673 0.01472862
#> 35 -0.34323505 0.1213615 0.9657673 0.01472862
#> 36 -0.60541633 0.1213615 0.9657673 0.01472862
#> 37 0.17688718 0.1213615 0.9657673 0.01472862
#> 38 -0.55066055 0.1213615 0.9657673 0.01472862
#> 39 -1.05988219 0.1213615 0.9657673 0.01472862
#> 40 -0.04138802 0.1213615 0.9657673 0.01472862
#> 41 -0.12611837 0.1213615 0.9657673 0.01472862
#> 42 -0.60322892 0.1213615 0.9657673 0.01472862
#> 43 -0.11057176 0.1213615 0.9657673 0.01472862
#> 44 -1.06423085 0.1213615 0.9657673 0.01472862
#> 45 -1.08354999 0.1213615 0.9657673 0.01472862
#> 46 -0.84009484 0.1213615 0.9657673 0.01472862
#> 47 -1.14678213 0.1213615 0.9657673 0.01472862
#> 48 -0.57578976 0.1213615 0.9657673 0.01472862
#> 49 0.07186692 0.1213615 0.9657673 0.01472862
#> 50 0.14682421 0.1213615 0.9657673 0.01472862
#> 51 0.35871830 0.1213615 0.9657673 0.01472862
#> 52 -0.43403195 0.1213615 0.9657673 0.01472862
#> 53 0.44603111 0.1213615 0.9657673 0.01472862
#> 54 0.26352000 0.1213615 0.9657673 0.01472862
#> 55 0.55051165 0.1213615 0.9657673 0.01472862
#> 56 0.23453122 0.1213615 0.9657673 0.01472862
#> 57 0.27968138 0.1213615 0.9657673 0.01472862
#> 58 0.70960640 0.1213615 0.9657673 0.01472862
#> 59 0.25227978 0.1213615 0.9657673 0.01472862
#> 60 1.18849297 0.1213615 0.9657673 0.01472862
#> 61 0.21104946 0.1213615 0.9657673 0.01472862
#> 62 -1.16516281 0.1213615 0.9657673 0.01472862
#> 63 -0.85560065 0.1213615 0.9657673 0.01472862
#> 64 0.13398476 0.1213615 0.9657673 0.01472862
#> 65 -0.07912189 0.1213615 0.9657673 0.01472862
#> 66 -0.27146711 0.1213615 0.9657673 0.01472862
#> 67 -0.04417217 0.1213615 0.9657673 0.01472862
#> 68 -1.33425662 0.1213615 0.9657673 0.01472862
#> 69 -0.38720750 0.1213615 0.9657673 0.01472862
#> 70 -0.55355511 0.1213615 0.9657673 0.01472862
#> 71 -0.72242623 0.1213615 0.9657673 0.01472862
#> 72 0.30607449 0.1213615 0.9657673 0.01472862
#> 73 0.77707950 0.1213615 0.9657673 0.01472862
#> 74 0.06847481 0.1213615 0.9657673 0.01472862
#> 75 -0.11052927 0.1213615 0.9657673 0.01472862
# Multiple factors
get_fs(PoliticalDemocracy[c("x1", "x2", "x3", "y1", "y2", "y3", "y4")],
model = " ind60 =~ x1 + x2 + x3
dem60 =~ y1 + y2 + y3 + y4 ")
#> fs_ind60 fs_dem60 fs_ind60_se fs_dem60_se ind60_by_fs_ind60
#> 1 -0.54258816 -2.74640573 0.1245694 0.6307323 0.9553858
#> 2 0.12647664 -2.85646114 0.1245694 0.6307323 0.9553858
#> 3 0.73408891 2.74401728 0.1245694 0.6307323 0.9553858
#> 4 1.25253604 3.10856431 0.1245694 0.6307323 0.9553858
#> 5 0.83355267 1.92455641 0.1245694 0.6307323 0.9553858
#> 6 0.22426801 1.02292332 0.1245694 0.6307323 0.9553858
#> 7 0.12517739 1.00406461 0.1245694 0.6307323 0.9553858
#> 8 0.11783867 -0.37216403 0.1245694 0.6307323 0.9553858
#> 9 0.25175134 -1.24897911 0.1245694 0.6307323 0.9553858
#> 10 0.39938631 2.85267059 0.1245694 0.6307323 0.9553858
#> 11 0.67497777 1.41959595 0.1245694 0.6307323 0.9553858
#> 12 0.56462020 1.08769844 0.1245694 0.6307323 0.9553858
#> 13 1.31236592 1.54090232 0.1245694 0.6307323 0.9553858
#> 14 0.23246021 1.77370863 0.1245694 0.6307323 0.9553858
#> 15 0.58638481 2.45676871 0.1245694 0.6307323 0.9553858
#> 16 0.38404785 2.35887573 0.1245694 0.6307323 0.9553858
#> 17 0.05076465 0.04034088 0.1245694 0.6307323 0.9553858
#> 18 -0.01747337 -1.86718064 0.1245694 0.6307323 0.9553858
#> 19 0.90920762 3.61477756 0.1245694 0.6307323 0.9553858
#> 20 1.12553557 0.88355273 0.1245694 0.6307323 0.9553858
#> 21 0.97202590 3.62673300 0.1245694 0.6307323 0.9553858
#> 22 0.87820036 -3.02428925 0.1245694 0.6307323 0.9553858
#> 23 0.57540754 -1.51695438 0.1245694 0.6307323 0.9553858
#> 24 0.66221224 2.76341635 0.1245694 0.6307323 0.9553858
#> 25 0.92358281 2.00507336 0.1245694 0.6307323 0.9553858
#> 26 -0.89353051 -0.92008050 0.1245694 0.6307323 0.9553858
#> 27 -0.13984744 -1.19025576 0.1245694 0.6307323 0.9553858
#> 28 -0.53828496 -1.01247764 0.1245694 0.6307323 0.9553858
#> 29 -0.80834865 0.10456709 0.1245694 0.6307323 0.9553858
#> 30 -1.25324343 -0.71847055 0.1245694 0.6307323 0.9553858
#> 31 -0.33373641 -1.61401581 0.1245694 0.6307323 0.9553858
#> 32 -1.17441075 -3.27250363 0.1245694 0.6307323 0.9553858
#> 33 -0.12409974 -1.17530231 0.1245694 0.6307323 0.9553858
#> 34 -0.04239173 -0.53796274 0.1245694 0.6307323 0.9553858
#> 35 -0.34010528 0.74552889 0.1245694 0.6307323 0.9553858
#> 36 -0.58953870 1.61018662 0.1245694 0.6307323 0.9553858
#> 37 0.17453657 -0.28144814 0.1245694 0.6307323 0.9553858
#> 38 -0.54457243 0.37694690 0.1245694 0.6307323 0.9553858
#> 39 -1.05196602 -0.62919501 0.1245694 0.6307323 0.9553858
#> 40 -0.05504697 -0.03346842 0.1245694 0.6307323 0.9553858
#> 41 -0.12364358 -0.38394102 0.1245694 0.6307323 0.9553858
#> 42 -0.59058710 1.35347275 0.1245694 0.6307323 0.9553858
#> 43 -0.11968796 0.89227782 0.1245694 0.6307323 0.9553858
#> 44 -1.07176064 -2.08481096 0.1245694 0.6307323 0.9553858
#> 45 -1.09139097 -2.07944291 0.1245694 0.6307323 0.9553858
#> 46 -0.83287255 1.59590721 0.1245694 0.6307323 0.9553858
#> 47 -1.14519896 -1.53352201 0.1245694 0.6307323 0.9553858
#> 48 -0.56115378 2.08138051 0.1245694 0.6307323 0.9553858
#> 49 0.06493340 -1.04044137 0.1245694 0.6307323 0.9553858
#> 50 0.15671638 1.72618633 0.1245694 0.6307323 0.9553858
#> 51 0.34626130 -1.24967043 0.1245694 0.6307323 0.9553858
#> 52 -0.45158373 -2.31742576 0.1245694 0.6307323 0.9553858
#> 53 0.43233465 -1.07533341 0.1245694 0.6307323 0.9553858
#> 54 0.25779725 -0.02904676 0.1245694 0.6307323 0.9553858
#> 55 0.51730650 -2.78207923 0.1245694 0.6307323 0.9553858
#> 56 0.20104991 -2.49001474 0.1245694 0.6307323 0.9553858
#> 57 0.25318620 -2.52145147 0.1245694 0.6307323 0.9553858
#> 58 0.72354623 1.86717109 0.1245694 0.6307323 0.9553858
#> 59 0.24619740 -0.93321102 0.1245694 0.6307323 0.9553858
#> 60 1.21681210 3.19853937 0.1245694 0.6307323 0.9553858
#> 61 0.18167599 -3.15685030 0.1245694 0.6307323 0.9553858
#> 62 -1.16605067 -3.41334680 0.1245694 0.6307323 0.9553858
#> 63 -0.86491026 -3.11864398 0.1245694 0.6307323 0.9553858
#> 64 0.10990059 -0.47238885 0.1245694 0.6307323 0.9553858
#> 65 -0.07376176 2.95292007 0.1245694 0.6307323 0.9553858
#> 66 -0.28782931 -1.96509718 0.1245694 0.6307323 0.9553858
#> 67 -0.02508160 2.96218478 0.1245694 0.6307323 0.9553858
#> 68 -1.31843215 -1.59567027 0.1245694 0.6307323 0.9553858
#> 69 -0.40462357 -1.79146161 0.1245694 0.6307323 0.9553858
#> 70 -0.55568363 -1.01578892 0.1245694 0.6307323 0.9553858
#> 71 -0.71308015 0.08818212 0.1245694 0.6307323 0.9553858
#> 72 0.31014319 1.70765911 0.1245694 0.6307323 0.9553858
#> 73 0.79092897 1.86102556 0.1245694 0.6307323 0.9553858
#> 74 0.08770237 3.12885767 0.1245694 0.6307323 0.9553858
#> 75 -0.14138149 -2.41398025 0.1245694 0.6307323 0.9553858
#> ind60_by_fs_dem60 dem60_by_fs_ind60 dem60_by_fs_dem60 ev_fs_ind60
#> 1 0.181827 0.005867694 0.8688887 0.01551752
#> 2 0.181827 0.005867694 0.8688887 0.01551752
#> 3 0.181827 0.005867694 0.8688887 0.01551752
#> 4 0.181827 0.005867694 0.8688887 0.01551752
#> 5 0.181827 0.005867694 0.8688887 0.01551752
#> 6 0.181827 0.005867694 0.8688887 0.01551752
#> 7 0.181827 0.005867694 0.8688887 0.01551752
#> 8 0.181827 0.005867694 0.8688887 0.01551752
#> 9 0.181827 0.005867694 0.8688887 0.01551752
#> 10 0.181827 0.005867694 0.8688887 0.01551752
#> 11 0.181827 0.005867694 0.8688887 0.01551752
#> 12 0.181827 0.005867694 0.8688887 0.01551752
#> 13 0.181827 0.005867694 0.8688887 0.01551752
#> 14 0.181827 0.005867694 0.8688887 0.01551752
#> 15 0.181827 0.005867694 0.8688887 0.01551752
#> 16 0.181827 0.005867694 0.8688887 0.01551752
#> 17 0.181827 0.005867694 0.8688887 0.01551752
#> 18 0.181827 0.005867694 0.8688887 0.01551752
#> 19 0.181827 0.005867694 0.8688887 0.01551752
#> 20 0.181827 0.005867694 0.8688887 0.01551752
#> 21 0.181827 0.005867694 0.8688887 0.01551752
#> 22 0.181827 0.005867694 0.8688887 0.01551752
#> 23 0.181827 0.005867694 0.8688887 0.01551752
#> 24 0.181827 0.005867694 0.8688887 0.01551752
#> 25 0.181827 0.005867694 0.8688887 0.01551752
#> 26 0.181827 0.005867694 0.8688887 0.01551752
#> 27 0.181827 0.005867694 0.8688887 0.01551752
#> 28 0.181827 0.005867694 0.8688887 0.01551752
#> 29 0.181827 0.005867694 0.8688887 0.01551752
#> 30 0.181827 0.005867694 0.8688887 0.01551752
#> 31 0.181827 0.005867694 0.8688887 0.01551752
#> 32 0.181827 0.005867694 0.8688887 0.01551752
#> 33 0.181827 0.005867694 0.8688887 0.01551752
#> 34 0.181827 0.005867694 0.8688887 0.01551752
#> 35 0.181827 0.005867694 0.8688887 0.01551752
#> 36 0.181827 0.005867694 0.8688887 0.01551752
#> 37 0.181827 0.005867694 0.8688887 0.01551752
#> 38 0.181827 0.005867694 0.8688887 0.01551752
#> 39 0.181827 0.005867694 0.8688887 0.01551752
#> 40 0.181827 0.005867694 0.8688887 0.01551752
#> 41 0.181827 0.005867694 0.8688887 0.01551752
#> 42 0.181827 0.005867694 0.8688887 0.01551752
#> 43 0.181827 0.005867694 0.8688887 0.01551752
#> 44 0.181827 0.005867694 0.8688887 0.01551752
#> 45 0.181827 0.005867694 0.8688887 0.01551752
#> 46 0.181827 0.005867694 0.8688887 0.01551752
#> 47 0.181827 0.005867694 0.8688887 0.01551752
#> 48 0.181827 0.005867694 0.8688887 0.01551752
#> 49 0.181827 0.005867694 0.8688887 0.01551752
#> 50 0.181827 0.005867694 0.8688887 0.01551752
#> 51 0.181827 0.005867694 0.8688887 0.01551752
#> 52 0.181827 0.005867694 0.8688887 0.01551752
#> 53 0.181827 0.005867694 0.8688887 0.01551752
#> 54 0.181827 0.005867694 0.8688887 0.01551752
#> 55 0.181827 0.005867694 0.8688887 0.01551752
#> 56 0.181827 0.005867694 0.8688887 0.01551752
#> 57 0.181827 0.005867694 0.8688887 0.01551752
#> 58 0.181827 0.005867694 0.8688887 0.01551752
#> 59 0.181827 0.005867694 0.8688887 0.01551752
#> 60 0.181827 0.005867694 0.8688887 0.01551752
#> 61 0.181827 0.005867694 0.8688887 0.01551752
#> 62 0.181827 0.005867694 0.8688887 0.01551752
#> 63 0.181827 0.005867694 0.8688887 0.01551752
#> 64 0.181827 0.005867694 0.8688887 0.01551752
#> 65 0.181827 0.005867694 0.8688887 0.01551752
#> 66 0.181827 0.005867694 0.8688887 0.01551752
#> 67 0.181827 0.005867694 0.8688887 0.01551752
#> 68 0.181827 0.005867694 0.8688887 0.01551752
#> 69 0.181827 0.005867694 0.8688887 0.01551752
#> 70 0.181827 0.005867694 0.8688887 0.01551752
#> 71 0.181827 0.005867694 0.8688887 0.01551752
#> 72 0.181827 0.005867694 0.8688887 0.01551752
#> 73 0.181827 0.005867694 0.8688887 0.01551752
#> 74 0.181827 0.005867694 0.8688887 0.01551752
#> 75 0.181827 0.005867694 0.8688887 0.01551752
#> ecov_fs_dem60_fs_ind60 ev_fs_dem60
#> 1 0.005632564 0.3978232
#> 2 0.005632564 0.3978232
#> 3 0.005632564 0.3978232
#> 4 0.005632564 0.3978232
#> 5 0.005632564 0.3978232
#> 6 0.005632564 0.3978232
#> 7 0.005632564 0.3978232
#> 8 0.005632564 0.3978232
#> 9 0.005632564 0.3978232
#> 10 0.005632564 0.3978232
#> 11 0.005632564 0.3978232
#> 12 0.005632564 0.3978232
#> 13 0.005632564 0.3978232
#> 14 0.005632564 0.3978232
#> 15 0.005632564 0.3978232
#> 16 0.005632564 0.3978232
#> 17 0.005632564 0.3978232
#> 18 0.005632564 0.3978232
#> 19 0.005632564 0.3978232
#> 20 0.005632564 0.3978232
#> 21 0.005632564 0.3978232
#> 22 0.005632564 0.3978232
#> 23 0.005632564 0.3978232
#> 24 0.005632564 0.3978232
#> 25 0.005632564 0.3978232
#> 26 0.005632564 0.3978232
#> 27 0.005632564 0.3978232
#> 28 0.005632564 0.3978232
#> 29 0.005632564 0.3978232
#> 30 0.005632564 0.3978232
#> 31 0.005632564 0.3978232
#> 32 0.005632564 0.3978232
#> 33 0.005632564 0.3978232
#> 34 0.005632564 0.3978232
#> 35 0.005632564 0.3978232
#> 36 0.005632564 0.3978232
#> 37 0.005632564 0.3978232
#> 38 0.005632564 0.3978232
#> 39 0.005632564 0.3978232
#> 40 0.005632564 0.3978232
#> 41 0.005632564 0.3978232
#> 42 0.005632564 0.3978232
#> 43 0.005632564 0.3978232
#> 44 0.005632564 0.3978232
#> 45 0.005632564 0.3978232
#> 46 0.005632564 0.3978232
#> 47 0.005632564 0.3978232
#> 48 0.005632564 0.3978232
#> 49 0.005632564 0.3978232
#> 50 0.005632564 0.3978232
#> 51 0.005632564 0.3978232
#> 52 0.005632564 0.3978232
#> 53 0.005632564 0.3978232
#> 54 0.005632564 0.3978232
#> 55 0.005632564 0.3978232
#> 56 0.005632564 0.3978232
#> 57 0.005632564 0.3978232
#> 58 0.005632564 0.3978232
#> 59 0.005632564 0.3978232
#> 60 0.005632564 0.3978232
#> 61 0.005632564 0.3978232
#> 62 0.005632564 0.3978232
#> 63 0.005632564 0.3978232
#> 64 0.005632564 0.3978232
#> 65 0.005632564 0.3978232
#> 66 0.005632564 0.3978232
#> 67 0.005632564 0.3978232
#> 68 0.005632564 0.3978232
#> 69 0.005632564 0.3978232
#> 70 0.005632564 0.3978232
#> 71 0.005632564 0.3978232
#> 72 0.005632564 0.3978232
#> 73 0.005632564 0.3978232
#> 74 0.005632564 0.3978232
#> 75 0.005632564 0.3978232
# Multiple-group
hs_model <- ' visual =~ x1 + x2 + x3 '
fit <- cfa(hs_model,
data = HolzingerSwineford1939,
group = "school")
get_fs(HolzingerSwineford1939, hs_model, group = "school")
#> $Pasteur
#> fs_visual fs_visual_se visual_by_fs_visual ev_fs_visual school
#> 1 -0.821165191 0.3391326 0.6734826 0.1150109 Pasteur
#> 2 -0.124009418 0.3391326 0.6734826 0.1150109 Pasteur
#> 3 -0.370072089 0.3391326 0.6734826 0.1150109 Pasteur
#> 4 0.440928618 0.3391326 0.6734826 0.1150109 Pasteur
#> 5 -0.691389016 0.3391326 0.6734826 0.1150109 Pasteur
#> 6 -0.110032619 0.3391326 0.6734826 0.1150109 Pasteur
#> 7 -0.904127845 0.3391326 0.6734826 0.1150109 Pasteur
#> 8 -0.031747573 0.3391326 0.6734826 0.1150109 Pasteur
#> 9 -0.439478981 0.3391326 0.6734826 0.1150109 Pasteur
#> 10 -0.938939050 0.3391326 0.6734826 0.1150109 Pasteur
#> 11 -0.436821880 0.3391326 0.6734826 0.1150109 Pasteur
#> 12 0.305033497 0.3391326 0.6734826 0.1150109 Pasteur
#> 13 0.522076263 0.3391326 0.6734826 0.1150109 Pasteur
#> 14 -0.090367931 0.3391326 0.6734826 0.1150109 Pasteur
#> 15 0.526276771 0.3391326 0.6734826 0.1150109 Pasteur
#> 16 -0.226580678 0.3391326 0.6734826 0.1150109 Pasteur
#> 17 -0.582016192 0.3391326 0.6734826 0.1150109 Pasteur
#> 18 0.017040431 0.3391326 0.6734826 0.1150109 Pasteur
#> 19 0.563052459 0.3391326 0.6734826 0.1150109 Pasteur
#> 20 0.746621910 0.3391326 0.6734826 0.1150109 Pasteur
#> 21 0.234672405 0.3391326 0.6734826 0.1150109 Pasteur
#> 22 1.157487518 0.3391326 0.6734826 0.1150109 Pasteur
#> 23 -0.162272449 0.3391326 0.6734826 0.1150109 Pasteur
#> 24 -0.556027059 0.3391326 0.6734826 0.1150109 Pasteur
#> 25 -0.321443540 0.3391326 0.6734826 0.1150109 Pasteur
#> 26 0.153141050 0.3391326 0.6734826 0.1150109 Pasteur
#> 27 0.696234416 0.3391326 0.6734826 0.1150109 Pasteur
#> 28 -0.020961039 0.3391326 0.6734826 0.1150109 Pasteur
#> 29 0.532601236 0.3391326 0.6734826 0.1150109 Pasteur
#> 30 -0.727687585 0.3391326 0.6734826 0.1150109 Pasteur
#> 31 -0.676719580 0.3391326 0.6734826 0.1150109 Pasteur
#> 32 -1.120216393 0.3391326 0.6734826 0.1150109 Pasteur
#> 33 -0.313631732 0.3391326 0.6734826 0.1150109 Pasteur
#> 34 -0.187091845 0.3391326 0.6734826 0.1150109 Pasteur
#> 35 -0.887709484 0.3391326 0.6734826 0.1150109 Pasteur
#> 36 -0.760795908 0.3391326 0.6734826 0.1150109 Pasteur
#> 37 0.556943532 0.3391326 0.6734826 0.1150109 Pasteur
#> 38 -0.458666570 0.3391326 0.6734826 0.1150109 Pasteur
#> 39 0.514741536 0.3391326 0.6734826 0.1150109 Pasteur
#> 40 0.373009089 0.3391326 0.6734826 0.1150109 Pasteur
#> 41 -0.528550562 0.3391326 0.6734826 0.1150109 Pasteur
#> 42 -0.865864795 0.3391326 0.6734826 0.1150109 Pasteur
#> 43 -1.182344640 0.3391326 0.6734826 0.1150109 Pasteur
#> 44 -0.435334517 0.3391326 0.6734826 0.1150109 Pasteur
#> 45 0.306520860 0.3391326 0.6734826 0.1150109 Pasteur
#> 46 0.821604565 0.3391326 0.6734826 0.1150109 Pasteur
#> 47 1.213927875 0.3391326 0.6734826 0.1150109 Pasteur
#> 48 -0.851887996 0.3391326 0.6734826 0.1150109 Pasteur
#> 49 -0.085053749 0.3391326 0.6734826 0.1150109 Pasteur
#> 50 -0.508885873 0.3391326 0.6734826 0.1150109 Pasteur
#> 51 0.502467638 0.3391326 0.6734826 0.1150109 Pasteur
#> 52 0.284732253 0.3391326 0.6734826 0.1150109 Pasteur
#> 53 0.202677755 0.3391326 0.6734826 0.1150109 Pasteur
#> 54 -0.335953502 0.3391326 0.6734826 0.1150109 Pasteur
#> 55 0.556410369 0.3391326 0.6734826 0.1150109 Pasteur
#> 56 -0.058746970 0.3391326 0.6734826 0.1150109 Pasteur
#> 57 -0.066932487 0.3391326 0.6734826 0.1150109 Pasteur
#> 58 0.554230368 0.3391326 0.6734826 0.1150109 Pasteur
#> 59 -0.321761185 0.3391326 0.6734826 0.1150109 Pasteur
#> 60 -0.421834819 0.3391326 0.6734826 0.1150109 Pasteur
#> 61 0.345476529 0.3391326 0.6734826 0.1150109 Pasteur
#> 62 0.194809883 0.3391326 0.6734826 0.1150109 Pasteur
#> 63 -0.207870208 0.3391326 0.6734826 0.1150109 Pasteur
#> 64 -0.441658981 0.3391326 0.6734826 0.1150109 Pasteur
#> 65 0.102070958 0.3391326 0.6734826 0.1150109 Pasteur
#> 66 0.311198487 0.3391326 0.6734826 0.1150109 Pasteur
#> 67 0.676364229 0.3391326 0.6734826 0.1150109 Pasteur
#> 68 0.297858262 0.3391326 0.6734826 0.1150109 Pasteur
#> 69 -1.055487128 0.3391326 0.6734826 0.1150109 Pasteur
#> 70 -0.737997019 0.3391326 0.6734826 0.1150109 Pasteur
#> 71 -1.576099236 0.3391326 0.6734826 0.1150109 Pasteur
#> 72 0.534360181 0.3391326 0.6734826 0.1150109 Pasteur
#> 73 -0.105888156 0.3391326 0.6734826 0.1150109 Pasteur
#> 74 0.266237302 0.3391326 0.6734826 0.1150109 Pasteur
#> 75 -0.352427927 0.3391326 0.6734826 0.1150109 Pasteur
#> 76 -0.334783784 0.3391326 0.6734826 0.1150109 Pasteur
#> 77 0.133588508 0.3391326 0.6734826 0.1150109 Pasteur
#> 78 -1.035662965 0.3391326 0.6734826 0.1150109 Pasteur
#> 79 0.762507108 0.3391326 0.6734826 0.1150109 Pasteur
#> 80 -0.260699265 0.3391326 0.6734826 0.1150109 Pasteur
#> 81 -0.329095893 0.3391326 0.6734826 0.1150109 Pasteur
#> 82 0.752413211 0.3391326 0.6734826 0.1150109 Pasteur
#> 83 0.149268188 0.3391326 0.6734826 0.1150109 Pasteur
#> 84 -0.208880471 0.3391326 0.6734826 0.1150109 Pasteur
#> 85 -1.078285998 0.3391326 0.6734826 0.1150109 Pasteur
#> 86 0.306043760 0.3391326 0.6734826 0.1150109 Pasteur
#> 87 0.349677056 0.3391326 0.6734826 0.1150109 Pasteur
#> 88 0.165686549 0.3391326 0.6734826 0.1150109 Pasteur
#> 89 0.077307606 0.3391326 0.6734826 0.1150109 Pasteur
#> 90 -0.077401396 0.3391326 0.6734826 0.1150109 Pasteur
#> 91 -0.081863485 0.3391326 0.6734826 0.1150109 Pasteur
#> 92 0.106748566 0.3391326 0.6734826 0.1150109 Pasteur
#> 93 -0.211593616 0.3391326 0.6734826 0.1150109 Pasteur
#> 94 -0.926665153 0.3391326 0.6734826 0.1150109 Pasteur
#> 95 -0.739484382 0.3391326 0.6734826 0.1150109 Pasteur
#> 96 0.570387167 0.3391326 0.6734826 0.1150109 Pasteur
#> 97 -0.913642554 0.3391326 0.6734826 0.1150109 Pasteur
#> 98 0.547484887 0.3391326 0.6734826 0.1150109 Pasteur
#> 99 -0.602850599 0.3391326 0.6734826 0.1150109 Pasteur
#> 100 0.225794270 0.3391326 0.6734826 0.1150109 Pasteur
#> 101 0.620447015 0.3391326 0.6734826 0.1150109 Pasteur
#> 102 0.158885005 0.3391326 0.6734826 0.1150109 Pasteur
#> 103 -0.127938344 0.3391326 0.6734826 0.1150109 Pasteur
#> 104 -0.420347455 0.3391326 0.6734826 0.1150109 Pasteur
#> 105 1.327978307 0.3391326 0.6734826 0.1150109 Pasteur
#> 106 0.181843348 0.3391326 0.6734826 0.1150109 Pasteur
#> 107 -0.148932224 0.3391326 0.6734826 0.1150109 Pasteur
#> 108 0.612373626 0.3391326 0.6734826 0.1150109 Pasteur
#> 109 -0.066558798 0.3391326 0.6734826 0.1150109 Pasteur
#> 110 -0.420880619 0.3391326 0.6734826 0.1150109 Pasteur
#> 111 1.127036295 0.3391326 0.6734826 0.1150109 Pasteur
#> 112 0.237591068 0.3391326 0.6734826 0.1150109 Pasteur
#> 113 0.853758689 0.3391326 0.6734826 0.1150109 Pasteur
#> 114 -0.143618023 0.3391326 0.6734826 0.1150109 Pasteur
#> 115 0.475206679 0.3391326 0.6734826 0.1150109 Pasteur
#> 116 -0.670554590 0.3391326 0.6734826 0.1150109 Pasteur
#> 117 0.022672257 0.3391326 0.6734826 0.1150109 Pasteur
#> 118 0.302002707 0.3391326 0.6734826 0.1150109 Pasteur
#> 119 0.151392125 0.3391326 0.6734826 0.1150109 Pasteur
#> 120 -0.475300449 0.3391326 0.6734826 0.1150109 Pasteur
#> 121 -0.346740056 0.3391326 0.6734826 0.1150109 Pasteur
#> 122 -0.078888759 0.3391326 0.6734826 0.1150109 Pasteur
#> 123 1.197237913 0.3391326 0.6734826 0.1150109 Pasteur
#> 124 0.539243306 0.3391326 0.6734826 0.1150109 Pasteur
#> 125 0.867258388 0.3391326 0.6734826 0.1150109 Pasteur
#> 126 0.592287901 0.3391326 0.6734826 0.1150109 Pasteur
#> 127 -0.500540901 0.3391326 0.6734826 0.1150109 Pasteur
#> 128 -0.361193954 0.3391326 0.6734826 0.1150109 Pasteur
#> 129 0.626883588 0.3391326 0.6734826 0.1150109 Pasteur
#> 130 -0.437514518 0.3391326 0.6734826 0.1150109 Pasteur
#> 131 0.695972854 0.3391326 0.6734826 0.1150109 Pasteur
#> 132 0.424715775 0.3391326 0.6734826 0.1150109 Pasteur
#> 133 -0.203725744 0.3391326 0.6734826 0.1150109 Pasteur
#> 134 -0.441499507 0.3391326 0.6734826 0.1150109 Pasteur
#> 135 0.735619838 0.3391326 0.6734826 0.1150109 Pasteur
#> 136 0.783874697 0.3391326 0.6734826 0.1150109 Pasteur
#> 137 0.565709540 0.3391326 0.6734826 0.1150109 Pasteur
#> 138 0.258425494 0.3391326 0.6734826 0.1150109 Pasteur
#> 139 0.861093397 0.3391326 0.6734826 0.1150109 Pasteur
#> 140 -0.059757233 0.3391326 0.6734826 0.1150109 Pasteur
#> 141 -0.920340689 0.3391326 0.6734826 0.1150109 Pasteur
#> 142 0.845629236 0.3391326 0.6734826 0.1150109 Pasteur
#> 143 1.227427574 0.3391326 0.6734826 0.1150109 Pasteur
#> 144 1.054223601 0.3391326 0.6734826 0.1150109 Pasteur
#> 145 -1.246596805 0.3391326 0.6734826 0.1150109 Pasteur
#> 146 -0.473120468 0.3391326 0.6734826 0.1150109 Pasteur
#> 147 -0.560171503 0.3391326 0.6734826 0.1150109 Pasteur
#> 148 -0.365394462 0.3391326 0.6734826 0.1150109 Pasteur
#> 149 0.084744422 0.3391326 0.6734826 0.1150109 Pasteur
#> 150 0.910676146 0.3391326 0.6734826 0.1150109 Pasteur
#> 151 1.094189533 0.3391326 0.6734826 0.1150109 Pasteur
#> 152 -0.013149231 0.3391326 0.6734826 0.1150109 Pasteur
#> 153 -0.166472976 0.3391326 0.6734826 0.1150109 Pasteur
#> 154 0.008695459 0.3391326 0.6734826 0.1150109 Pasteur
#> 155 -0.094989494 0.3391326 0.6734826 0.1150109 Pasteur
#> 156 -0.457123143 0.3391326 0.6734826 0.1150109 Pasteur
#>
#> $`Grant-White`
#> fs_visual fs_visual_se visual_by_fs_visual ev_fs_visual school
#> 1 -0.915287109 0.311828 0.6990509 0.09723667 Grant-White
#> 2 0.035963597 0.311828 0.6990509 0.09723667 Grant-White
#> 3 0.355636604 0.311828 0.6990509 0.09723667 Grant-White
#> 4 -0.387353871 0.311828 0.6990509 0.09723667 Grant-White
#> 5 -0.622393942 0.311828 0.6990509 0.09723667 Grant-White
#> 6 0.195944561 0.311828 0.6990509 0.09723667 Grant-White
#> 7 1.353023831 0.311828 0.6990509 0.09723667 Grant-White
#> 8 -0.341506254 0.311828 0.6990509 0.09723667 Grant-White
#> 9 -0.199493575 0.311828 0.6990509 0.09723667 Grant-White
#> 10 -0.689869149 0.311828 0.6990509 0.09723667 Grant-White
#> 11 -0.463929554 0.311828 0.6990509 0.09723667 Grant-White
#> 12 -0.423001505 0.311828 0.6990509 0.09723667 Grant-White
#> 13 0.279743296 0.311828 0.6990509 0.09723667 Grant-White
#> 14 -0.916908219 0.311828 0.6990509 0.09723667 Grant-White
#> 15 0.589344501 0.311828 0.6990509 0.09723667 Grant-White
#> 16 0.191474701 0.311828 0.6990509 0.09723667 Grant-White
#> 17 0.935275715 0.311828 0.6990509 0.09723667 Grant-White
#> 18 0.393715904 0.311828 0.6990509 0.09723667 Grant-White
#> 19 0.086569994 0.311828 0.6990509 0.09723667 Grant-White
#> 20 0.555606898 0.311828 0.6990509 0.09723667 Grant-White
#> 21 -0.558217193 0.311828 0.6990509 0.09723667 Grant-White
#> 22 0.766715894 0.311828 0.6990509 0.09723667 Grant-White
#> 23 0.115548801 0.311828 0.6990509 0.09723667 Grant-White
#> 24 0.901249191 0.311828 0.6990509 0.09723667 Grant-White
#> 25 0.174316971 0.311828 0.6990509 0.09723667 Grant-White
#> 26 -0.078980322 0.311828 0.6990509 0.09723667 Grant-White
#> 27 -0.581882977 0.311828 0.6990509 0.09723667 Grant-White
#> 28 -0.661179262 0.311828 0.6990509 0.09723667 Grant-White
#> 29 -0.245341176 0.311828 0.6990509 0.09723667 Grant-White
#> 30 -0.195801662 0.311828 0.6990509 0.09723667 Grant-White
#> 31 -0.281221524 0.311828 0.6990509 0.09723667 Grant-White
#> 32 -0.293909378 0.311828 0.6990509 0.09723667 Grant-White
#> 33 -0.604192958 0.311828 0.6990509 0.09723667 Grant-White
#> 34 -0.738437335 0.311828 0.6990509 0.09723667 Grant-White
#> 35 -0.304109345 0.311828 0.6990509 0.09723667 Grant-White
#> 36 0.104931733 0.311828 0.6990509 0.09723667 Grant-White
#> 37 -0.025781487 0.311828 0.6990509 0.09723667 Grant-White
#> 38 -0.897318824 0.311828 0.6990509 0.09723667 Grant-White
#> 39 -0.892560027 0.311828 0.6990509 0.09723667 Grant-White
#> 40 -0.078402465 0.311828 0.6990509 0.09723667 Grant-White
#> 41 -0.379063934 0.311828 0.6990509 0.09723667 Grant-White
#> 42 -0.324926380 0.311828 0.6990509 0.09723667 Grant-White
#> 43 -0.684299797 0.311828 0.6990509 0.09723667 Grant-White
#> 44 -0.304109345 0.311828 0.6990509 0.09723667 Grant-White
#> 45 0.622793169 0.311828 0.6990509 0.09723667 Grant-White
#> 46 -0.152835419 0.311828 0.6990509 0.09723667 Grant-White
#> 47 -0.421902013 0.311828 0.6990509 0.09723667 Grant-White
#> 48 -0.060883872 0.311828 0.6990509 0.09723667 Grant-White
#> 49 -0.303298790 0.311828 0.6990509 0.09723667 Grant-White
#> 50 0.425021826 0.311828 0.6990509 0.09723667 Grant-White
#> 51 0.131478875 0.311828 0.6990509 0.09723667 Grant-White
#> 52 -0.914998172 0.311828 0.6990509 0.09723667 Grant-White
#> 53 0.324226132 0.311828 0.6990509 0.09723667 Grant-White
#> 54 -0.086170767 0.311828 0.6990509 0.09723667 Grant-White
#> 55 0.428424818 0.311828 0.6990509 0.09723667 Grant-White
#> 56 0.188465179 0.311828 0.6990509 0.09723667 Grant-White
#> 57 -0.306958111 0.311828 0.6990509 0.09723667 Grant-White
#> 58 0.581736955 0.311828 0.6990509 0.09723667 Grant-White
#> 59 -0.743485051 0.311828 0.6990509 0.09723667 Grant-White
#> 60 0.263580524 0.311828 0.6990509 0.09723667 Grant-White
#> 61 0.178786831 0.311828 0.6990509 0.09723667 Grant-White
#> 62 -0.064832113 0.311828 0.6990509 0.09723667 Grant-White
#> 63 0.499976414 0.311828 0.6990509 0.09723667 Grant-White
#> 64 -0.092839593 0.311828 0.6990509 0.09723667 Grant-White
#> 65 -0.263702931 0.311828 0.6990509 0.09723667 Grant-White
#> 66 -0.983966325 0.311828 0.6990509 0.09723667 Grant-White
#> 67 1.434912536 0.311828 0.6990509 0.09723667 Grant-White
#> 68 -1.037582228 0.311828 0.6990509 0.09723667 Grant-White
#> 69 -0.047569849 0.311828 0.6990509 0.09723667 Grant-White
#> 70 1.084767775 0.311828 0.6990509 0.09723667 Grant-White
#> 71 0.092011181 0.311828 0.6990509 0.09723667 Grant-White
#> 72 -0.562687052 0.311828 0.6990509 0.09723667 Grant-White
#> 73 -0.304919900 0.311828 0.6990509 0.09723667 Grant-White
#> 74 1.038920175 0.311828 0.6990509 0.09723667 Grant-White
#> 75 -0.789854287 0.311828 0.6990509 0.09723667 Grant-White
#> 76 -0.602282928 0.311828 0.6990509 0.09723667 Grant-White
#> 77 -0.894630830 0.311828 0.6990509 0.09723667 Grant-White
#> 78 0.532614527 0.311828 0.6990509 0.09723667 Grant-White
#> 79 -0.548955945 0.311828 0.6990509 0.09723667 Grant-White
#> 80 -0.221514635 0.311828 0.6990509 0.09723667 Grant-White
#> 81 -0.095849115 0.311828 0.6990509 0.09723667 Grant-White
#> 82 -0.122235502 0.311828 0.6990509 0.09723667 Grant-White
#> 83 0.892276864 0.311828 0.6990509 0.09723667 Grant-White
#> 84 0.328439663 0.311828 0.6990509 0.09723667 Grant-White
#> 85 1.217391042 0.311828 0.6990509 0.09723667 Grant-White
#> 86 0.574513902 0.311828 0.6990509 0.09723667 Grant-White
#> 87 0.160168762 0.311828 0.6990509 0.09723667 Grant-White
#> 88 0.654909662 0.311828 0.6990509 0.09723667 Grant-White
#> 89 -0.509777155 0.311828 0.6990509 0.09723667 Grant-White
#> 90 1.201493560 0.311828 0.6990509 0.09723667 Grant-White
#> 91 0.584874625 0.311828 0.6990509 0.09723667 Grant-White
#> 92 0.075142371 0.311828 0.6990509 0.09723667 Grant-White
#> 93 0.550976266 0.311828 0.6990509 0.09723667 Grant-White
#> 94 -0.886308302 0.311828 0.6990509 0.09723667 Grant-White
#> 95 0.552075757 0.311828 0.6990509 0.09723667 Grant-White
#> 96 1.415972940 0.311828 0.6990509 0.09723667 Grant-White
#> 97 0.298650301 0.311828 0.6990509 0.09723667 Grant-White
#> 98 -0.143028906 0.311828 0.6990509 0.09723667 Grant-White
#> 99 0.245195154 0.311828 0.6990509 0.09723667 Grant-White
#> 100 0.247072593 0.311828 0.6990509 0.09723667 Grant-White
#> 101 0.817322291 0.311828 0.6990509 0.09723667 Grant-White
#> 102 0.651771976 0.311828 0.6990509 0.09723667 Grant-White
#> 103 1.338875623 0.311828 0.6990509 0.09723667 Grant-White
#> 104 -1.160005528 0.311828 0.6990509 0.09723667 Grant-White
#> 105 0.163306449 0.311828 0.6990509 0.09723667 Grant-White
#> 106 -0.387353871 0.311828 0.6990509 0.09723667 Grant-White
#> 107 -0.517128372 0.311828 0.6990509 0.09723667 Grant-White
#> 108 0.065103160 0.311828 0.6990509 0.09723667 Grant-White
#> 109 -0.115438510 0.311828 0.6990509 0.09723667 Grant-White
#> 110 0.094049376 0.311828 0.6990509 0.09723667 Grant-White
#> 111 0.396725409 0.311828 0.6990509 0.09723667 Grant-White
#> 112 0.672356312 0.311828 0.6990509 0.09723667 Grant-White
#> 113 1.165974090 0.311828 0.6990509 0.09723667 Grant-White
#> 114 -0.483518949 0.311828 0.6990509 0.09723667 Grant-White
#> 115 0.035024877 0.311828 0.6990509 0.09723667 Grant-White
#> 116 0.741974248 0.311828 0.6990509 0.09723667 Grant-White
#> 117 -0.170386603 0.311828 0.6990509 0.09723667 Grant-White
#> 118 -0.205873481 0.311828 0.6990509 0.09723667 Grant-White
#> 119 0.714777307 0.311828 0.6990509 0.09723667 Grant-White
#> 120 -0.620772831 0.311828 0.6990509 0.09723667 Grant-White
#> 121 -0.313626938 0.311828 0.6990509 0.09723667 Grant-White
#> 122 -0.157466035 0.311828 0.6990509 0.09723667 Grant-White
#> 123 0.118269386 0.311828 0.6990509 0.09723667 Grant-White
#> 124 0.101111673 0.311828 0.6990509 0.09723667 Grant-White
#> 125 -0.625403463 0.311828 0.6990509 0.09723667 Grant-White
#> 126 0.486638761 0.311828 0.6990509 0.09723667 Grant-White
#> 127 -0.178676540 0.311828 0.6990509 0.09723667 Grant-White
#> 128 0.274013189 0.311828 0.6990509 0.09723667 Grant-White
#> 129 -0.316347523 0.311828 0.6990509 0.09723667 Grant-White
#> 130 -0.026752814 0.311828 0.6990509 0.09723667 Grant-White
#> 131 0.245323318 0.311828 0.6990509 0.09723667 Grant-White
#> 132 -0.356336853 0.311828 0.6990509 0.09723667 Grant-White
#> 133 -0.581594057 0.311828 0.6990509 0.09723667 Grant-White
#> 134 0.263002667 0.311828 0.6990509 0.09723667 Grant-White
#> 135 -0.864680712 0.311828 0.6990509 0.09723667 Grant-White
#> 136 -0.377964443 0.311828 0.6990509 0.09723667 Grant-White
#> 137 -0.112717909 0.311828 0.6990509 0.09723667 Grant-White
#> 138 0.114449326 0.311828 0.6990509 0.09723667 Grant-White
#> 139 0.001287274 0.311828 0.6990509 0.09723667 Grant-White
#> 140 0.597634438 0.311828 0.6990509 0.09723667 Grant-White
#> 141 -0.252531637 0.311828 0.6990509 0.09723667 Grant-White
#> 142 -0.472901881 0.311828 0.6990509 0.09723667 Grant-White
#> 143 -0.187255397 0.311828 0.6990509 0.09723667 Grant-White
#> 144 -0.542415283 0.311828 0.6990509 0.09723667 Grant-White
#> 145 0.358774274 0.311828 0.6990509 0.09723667 Grant-White
#>
#> attr(,"fsT")
#> attr(,"fsT")$Pasteur
#> fs_visual
#> fs_visual 0.1150109
#>
#> attr(,"fsT")$`Grant-White`
#> fs_visual
#> fs_visual 0.09723667
#>
#> attr(,"fsL")
#> attr(,"fsL")$Pasteur
#> visual
#> fs_visual 0.6734826
#>
#> attr(,"fsL")$`Grant-White`
#> visual
#> fs_visual 0.6990509
#>
#> attr(,"fsb")
#> attr(,"fsb")$Pasteur
#> fs_visual
#> 0
#>
#> attr(,"fsb")$`Grant-White`
#> fs_visual
#> 0
#>
#> attr(,"scoring_matrix")
#> attr(,"scoring_matrix")$Pasteur
#> [,1] [,2] [,3]
#> visual 0.1957873 0.109906 0.3316264
#>
#> attr(,"scoring_matrix")$`Grant-White`
#> [,1] [,2] [,3]
#> visual 0.1624126 0.1458328 0.3515006
#>
# Or without the model
get_fs(HolzingerSwineford1939[c("school", "x4", "x5", "x6")],
group = "school")
#> $Pasteur
#> fs_f1 fs_f1_se f1_by_fs_f1 ev_fs_f1 school
#> 1 0.3074500370 0.2999315 0.8833584 0.08995892 Pasteur
#> 2 -0.7746062892 0.2999315 0.8833584 0.08995892 Pasteur
#> 3 -1.5843019574 0.2999315 0.8833584 0.08995892 Pasteur
#> 4 0.2739579120 0.2999315 0.8833584 0.08995892 Pasteur
#> 5 0.1440153923 0.2999315 0.8833584 0.08995892 Pasteur
#> 6 -1.0440895948 0.2999315 0.8833584 0.08995892 Pasteur
#> 7 1.0507357396 0.2999315 0.8833584 0.08995892 Pasteur
#> 8 0.1041882698 0.2999315 0.8833584 0.08995892 Pasteur
#> 9 0.7750146375 0.2999315 0.8833584 0.08995892 Pasteur
#> 10 0.4822117444 0.2999315 0.8833584 0.08995892 Pasteur
#> 11 -0.4511886490 0.2999315 0.8833584 0.08995892 Pasteur
#> 12 0.3522691973 0.2999315 0.8833584 0.08995892 Pasteur
#> 13 0.0657041070 0.2999315 0.8833584 0.08995892 Pasteur
#> 14 0.3259750264 0.2999315 0.8833584 0.08995892 Pasteur
#> 15 1.3008341323 0.2999315 0.8833584 0.08995892 Pasteur
#> 16 -0.2804588573 0.2999315 0.8833584 0.08995892 Pasteur
#> 17 -0.3604017581 0.2999315 0.8833584 0.08995892 Pasteur
#> 18 -0.7502293722 0.2999315 0.8833584 0.08995892 Pasteur
#> 19 1.2600468631 0.2999315 0.8833584 0.08995892 Pasteur
#> 20 0.2874908636 0.2999315 0.8833584 0.08995892 Pasteur
#> 21 -1.1394826729 0.2999315 0.8833584 0.08995892 Pasteur
#> 22 -0.3791151940 0.2999315 0.8833584 0.08995892 Pasteur
#> 23 1.0444979094 0.2999315 0.8833584 0.08995892 Pasteur
#> 24 -0.6248930150 0.2999315 0.8833584 0.08995892 Pasteur
#> 25 -0.3689426673 0.2999315 0.8833584 0.08995892 Pasteur
#> 26 -0.5663524842 0.2999315 0.8833584 0.08995892 Pasteur
#> 27 -0.9568515617 0.2999315 0.8833584 0.08995892 Pasteur
#> 28 -0.8137619455 0.2999315 0.8833584 0.08995892 Pasteur
#> 29 -0.5028199109 0.2999315 0.8833584 0.08995892 Pasteur
#> 30 -0.3054100713 0.2999315 0.8833584 0.08995892 Pasteur
#> 31 -0.3728773637 0.2999315 0.8833584 0.08995892 Pasteur
#> 32 -0.8529175744 0.2999315 0.8833584 0.08995892 Pasteur
#> 33 0.4101382620 0.2999315 0.8833584 0.08995892 Pasteur
#> 34 0.1848026386 0.2999315 0.8833584 0.08995892 Pasteur
#> 35 -0.9680814159 0.2999315 0.8833584 0.08995892 Pasteur
#> 36 -0.1436070439 0.2999315 0.8833584 0.08995892 Pasteur
#> 37 -0.0126071782 0.2999315 0.8833584 0.08995892 Pasteur
#> 38 -0.3531066368 0.2999315 0.8833584 0.08995892 Pasteur
#> 39 1.0665717701 0.2999315 0.8833584 0.08995892 Pasteur
#> 40 0.7993915544 0.2999315 0.8833584 0.08995892 Pasteur
#> 41 0.1110975387 0.2999315 0.8833584 0.08995892 Pasteur
#> 42 -0.2735495637 0.2999315 0.8833584 0.08995892 Pasteur
#> 43 -0.7167372327 0.2999315 0.8833584 0.08995892 Pasteur
#> 44 -0.6594424814 0.2999315 0.8833584 0.08995892 Pasteur
#> 45 0.9507364688 0.2999315 0.8833584 0.08995892 Pasteur
#> 46 -0.0478281107 0.2999315 0.8833584 0.08995892 Pasteur
#> 47 -1.7573348450 0.2999315 0.8833584 0.08995892 Pasteur
#> 48 -0.4620326417 0.2999315 0.8833584 0.08995892 Pasteur
#> 49 -1.0305566597 0.2999315 0.8833584 0.08995892 Pasteur
#> 50 0.7618675383 0.2999315 0.8833584 0.08995892 Pasteur
#> 51 -1.3414986833 0.2999315 0.8833584 0.08995892 Pasteur
#> 52 -0.0761397743 0.2999315 0.8833584 0.08995892 Pasteur
#> 53 -1.8231705136 0.2999315 0.8833584 0.08995892 Pasteur
#> 54 0.0094666323 0.2999315 0.8833584 0.08995892 Pasteur
#> 55 0.0436302463 0.2999315 0.8833584 0.08995892 Pasteur
#> 56 -0.0001315726 0.2999315 0.8833584 0.08995892 Pasteur
#> 57 -0.6571393750 0.2999315 0.8833584 0.08995892 Pasteur
#> 58 0.6121542642 0.2999315 0.8833584 0.08995892 Pasteur
#> 59 -1.0957208458 0.2999315 0.8833584 0.08995892 Pasteur
#> 60 -0.9289257761 0.2999315 0.8833584 0.08995892 Pasteur
#> 61 0.9553426588 0.2999315 0.8833584 0.08995892 Pasteur
#> 62 0.3647448029 0.2999315 0.8833584 0.08995892 Pasteur
#> 63 -1.1003270330 0.2999315 0.8833584 0.08995892 Pasteur
#> 64 0.4259742697 0.2999315 0.8833584 0.08995892 Pasteur
#> 65 0.1689666035 0.2999315 0.8833584 0.08995892 Pasteur
#> 66 0.6586050419 0.2999315 0.8833584 0.08995892 Pasteur
#> 67 -0.2952375720 0.2999315 0.8833584 0.08995892 Pasteur
#> 68 -0.4745082474 0.2999315 0.8833584 0.08995892 Pasteur
#> 69 -0.5613604418 0.2999315 0.8833584 0.08995892 Pasteur
#> 70 0.5632119383 0.2999315 0.8833584 0.08995892 Pasteur
#> 71 -0.7769093955 0.2999315 0.8833584 0.08995892 Pasteur
#> 72 -1.1434174113 0.2999315 0.8833584 0.08995892 Pasteur
#> 73 -0.7808440920 0.2999315 0.8833584 0.08995892 Pasteur
#> 74 0.9270309952 0.2999315 0.8833584 0.08995892 Pasteur
#> 75 -0.5426470306 0.2999315 0.8833584 0.08995892 Pasteur
#> 76 -1.1065648385 0.2999315 0.8833584 0.08995892 Pasteur
#> 77 0.6233841094 0.2999315 0.8833584 0.08995892 Pasteur
#> 78 -1.7010974136 0.2999315 0.8833584 0.08995892 Pasteur
#> 79 -0.0013773330 0.2999315 0.8833584 0.08995892 Pasteur
#> 80 -1.2772946275 0.2999315 0.8833584 0.08995892 Pasteur
#> 81 -1.0344913561 0.2999315 0.8833584 0.08995892 Pasteur
#> 82 0.4345151789 0.2999315 0.8833584 0.08995892 Pasteur
#> 83 -1.5280645151 0.2999315 0.8833584 0.08995892 Pasteur
#> 84 -0.6101143231 0.2999315 0.8833584 0.08995892 Pasteur
#> 85 -1.5122284832 0.2999315 0.8833584 0.08995892 Pasteur
#> 86 1.2011204798 0.2999315 0.8833584 0.08995892 Pasteur
#> 87 -0.3258523027 0.2999315 0.8833584 0.08995892 Pasteur
#> 88 0.6687775411 0.2999315 0.8833584 0.08995892 Pasteur
#> 89 -1.6382363147 0.2999315 0.8833584 0.08995892 Pasteur
#> 90 0.3062042720 0.2999315 0.8833584 0.08995892 Pasteur
#> 91 -0.4745082474 0.2999315 0.8833584 0.08995892 Pasteur
#> 92 -0.6798846937 0.2999315 0.8833584 0.08995892 Pasteur
#> 93 -1.1865077366 0.2999315 0.8833584 0.08995892 Pasteur
#> 94 -0.5011882981 0.2999315 0.8833584 0.08995892 Pasteur
#> 95 0.7362448336 0.2999315 0.8833584 0.08995892 Pasteur
#> 96 0.4934415622 0.2999315 0.8833584 0.08995892 Pasteur
#> 97 0.9661866515 0.2999315 0.8833584 0.08995892 Pasteur
#> 98 1.7212764661 0.2999315 0.8833584 0.08995892 Pasteur
#> 99 -0.8199997483 0.2999315 0.8833584 0.08995892 Pasteur
#> 100 0.7369163271 0.2999315 0.8833584 0.08995892 Pasteur
#> 101 -0.5403439270 0.2999315 0.8833584 0.08995892 Pasteur
#> 102 0.0525570079 0.2999315 0.8833584 0.08995892 Pasteur
#> 103 0.4973762860 0.2999315 0.8833584 0.08995892 Pasteur
#> 104 0.5434412113 0.2999315 0.8833584 0.08995892 Pasteur
#> 105 1.4015048920 0.2999315 0.8833584 0.08995892 Pasteur
#> 106 0.5338429790 0.2999315 0.8833584 0.08995892 Pasteur
#> 107 1.5005470281 0.2999315 0.8833584 0.08995892 Pasteur
#> 108 -0.4353526184 0.2999315 0.8833584 0.08995892 Pasteur
#> 109 1.7269399974 0.2999315 0.8833584 0.08995892 Pasteur
#> 110 -0.1863115671 0.2999315 0.8833584 0.08995892 Pasteur
#> 111 0.7431541299 0.2999315 0.8833584 0.08995892 Pasteur
#> 112 0.3345159128 0.2999315 0.8833584 0.08995892 Pasteur
#> 113 0.3111963144 0.2999315 0.8833584 0.08995892 Pasteur
#> 114 0.6750153713 0.2999315 0.8833584 0.08995892 Pasteur
#> 115 -1.3822859470 0.2999315 0.8833584 0.08995892 Pasteur
#> 116 0.4299090164 0.2999315 0.8833584 0.08995892 Pasteur
#> 117 0.4368182853 0.2999315 0.8833584 0.08995892 Pasteur
#> 118 -0.6334339242 0.2999315 0.8833584 0.08995892 Pasteur
#> 119 -0.9153928519 0.2999315 0.8833584 0.08995892 Pasteur
#> 120 -0.2662544424 0.2999315 0.8833584 0.08995892 Pasteur
#> 121 -0.1238362896 0.2999315 0.8833584 0.08995892 Pasteur
#> 122 -0.1987871727 0.2999315 0.8833584 0.08995892 Pasteur
#> 123 1.5676284956 0.2999315 0.8833584 0.08995892 Pasteur
#> 124 -0.2906313821 0.2999315 0.8833584 0.08995892 Pasteur
#> 125 0.7125393874 0.2999315 0.8833584 0.08995892 Pasteur
#> 126 0.1324998831 0.2999315 0.8833584 0.08995892 Pasteur
#> 127 1.1488177518 0.2999315 0.8833584 0.08995892 Pasteur
#> 128 0.5559168169 0.2999315 0.8833584 0.08995892 Pasteur
#> 129 0.8572606191 0.2999315 0.8833584 0.08995892 Pasteur
#> 130 -0.9789254060 0.2999315 0.8833584 0.08995892 Pasteur
#> 131 1.4416206448 0.2999315 0.8833584 0.08995892 Pasteur
#> 132 0.4542859333 0.2999315 0.8833584 0.08995892 Pasteur
#> 133 -1.3845890506 0.2999315 0.8833584 0.08995892 Pasteur
#> 134 -0.2883282757 0.2999315 0.8833584 0.08995892 Pasteur
#> 135 0.4430560881 0.2999315 0.8833584 0.08995892 Pasteur
#> 136 1.2089899229 0.2999315 0.8833584 0.08995892 Pasteur
#> 137 1.1942112109 0.2999315 0.8833584 0.08995892 Pasteur
#> 138 0.6013102486 0.2999315 0.8833584 0.08995892 Pasteur
#> 139 0.2371053667 0.2999315 0.8833584 0.08995892 Pasteur
#> 140 1.0053422804 0.2999315 0.8833584 0.08995892 Pasteur
#> 141 0.8095640810 0.2999315 0.8833584 0.08995892 Pasteur
#> 142 -1.4408264861 0.2999315 0.8833584 0.08995892 Pasteur
#> 143 1.3821199900 0.2999315 0.8833584 0.08995892 Pasteur
#> 144 2.7284791267 0.2999315 0.8833584 0.08995892 Pasteur
#> 145 0.0123440494 0.2999315 0.8833584 0.08995892 Pasteur
#> 146 0.8277032180 0.2999315 0.8833584 0.08995892 Pasteur
#> 147 0.7862444827 0.2999315 0.8833584 0.08995892 Pasteur
#> 148 -1.1325734026 0.2999315 0.8833584 0.08995892 Pasteur
#> 149 1.7660956264 0.2999315 0.8833584 0.08995892 Pasteur
#> 150 -0.3712457509 0.2999315 0.8833584 0.08995892 Pasteur
#> 151 1.8944065607 0.2999315 0.8833584 0.08995892 Pasteur
#> 152 0.6098511578 0.2999315 0.8833584 0.08995892 Pasteur
#> 153 0.2654170028 0.2999315 0.8833584 0.08995892 Pasteur
#> 154 -1.1434174113 0.2999315 0.8833584 0.08995892 Pasteur
#> 155 -0.6005160981 0.2999315 0.8833584 0.08995892 Pasteur
#> 156 0.3562038937 0.2999315 0.8833584 0.08995892 Pasteur
#>
#> $`Grant-White`
#> fs_f1 fs_f1_se f1_by_fs_f1 ev_fs_f1 school
#> 1 -0.39525603 0.3152173 0.8801489 0.09936192 Grant-White
#> 2 -0.63397248 0.3152173 0.8801489 0.09936192 Grant-White
#> 3 0.20062403 0.3152173 0.8801489 0.09936192 Grant-White
#> 4 -0.34242798 0.3152173 0.8801489 0.09936192 Grant-White
#> 5 0.43519197 0.3152173 0.8801489 0.09936192 Grant-White
#> 6 0.31151246 0.3152173 0.8801489 0.09936192 Grant-White
#> 7 2.15612913 0.3152173 0.8801489 0.09936192 Grant-White
#> 8 -0.29014192 0.3152173 0.8801489 0.09936192 Grant-White
#> 9 -0.08369303 0.3152173 0.8801489 0.09936192 Grant-White
#> 10 -0.01807396 0.3152173 0.8801489 0.09936192 Grant-White
#> 11 -0.34820234 0.3152173 0.8801489 0.09936192 Grant-White
#> 12 -2.10215974 0.3152173 0.8801489 0.09936192 Grant-White
#> 13 -0.64552119 0.3152173 0.8801489 0.09936192 Grant-White
#> 14 -1.46155228 0.3152173 0.8801489 0.09936192 Grant-White
#> 15 1.02620880 0.3152173 0.8801489 0.09936192 Grant-White
#> 16 -1.05064956 0.3152173 0.8801489 0.09936192 Grant-White
#> 17 0.43087072 0.3152173 0.8801489 0.09936192 Grant-White
#> 18 0.95822548 0.3152173 0.8801489 0.09936192 Grant-White
#> 19 -0.25355303 0.3152173 0.8801489 0.09936192 Grant-White
#> 20 1.42141427 0.3152173 0.8801489 0.09936192 Grant-White
#> 21 -0.95400523 0.3152173 0.8801489 0.09936192 Grant-White
#> 22 1.00295292 0.3152173 0.8801489 0.09936192 Grant-White
#> 23 1.21841354 0.3152173 0.8801489 0.09936192 Grant-White
#> 24 -1.24987101 0.3152173 0.8801489 0.09936192 Grant-White
#> 25 -0.51984663 0.3152173 0.8801489 0.09936192 Grant-White
#> 26 -0.04710419 0.3152173 0.8801489 0.09936192 Grant-White
#> 27 0.43934048 0.3152173 0.8801489 0.09936192 Grant-White
#> 28 -1.03117301 0.3152173 0.8801489 0.09936192 Grant-White
#> 29 -0.95022593 0.3152173 0.8801489 0.09936192 Grant-White
#> 30 -0.11417634 0.3152173 0.8801489 0.09936192 Grant-White
#> 31 -0.40048841 0.3152173 0.8801489 0.09936192 Grant-White
#> 32 0.10506359 0.3152173 0.8801489 0.09936192 Grant-White
#> 33 -0.33541128 0.3152173 0.8801489 0.09936192 Grant-White
#> 34 -1.55565961 0.3152173 0.8801489 0.09936192 Grant-White
#> 35 -0.84420068 0.3152173 0.8801489 0.09936192 Grant-White
#> 36 0.07802839 0.3152173 0.8801489 0.09936192 Grant-White
#> 37 0.20116597 0.3152173 0.8801489 0.09936192 Grant-White
#> 38 -2.52639546 0.3152173 0.8801489 0.09936192 Grant-White
#> 39 -0.69149096 0.3152173 0.8801489 0.09936192 Grant-White
#> 40 2.02343787 0.3152173 0.8801489 0.09936192 Grant-White
#> 41 0.97338078 0.3152173 0.8801489 0.09936192 Grant-White
#> 42 0.42040588 0.3152173 0.8801489 0.09936192 Grant-White
#> 43 -0.92605892 0.3152173 0.8801489 0.09936192 Grant-White
#> 44 -0.56690032 0.3152173 0.8801489 0.09936192 Grant-White
#> 45 0.12021889 0.3152173 0.8801489 0.09936192 Grant-White
#> 46 0.62108043 0.3152173 0.8801489 0.09936192 Grant-White
#> 47 -1.34219405 0.3152173 0.8801489 0.09936192 Grant-White
#> 48 0.16258210 0.3152173 0.8801489 0.09936192 Grant-White
#> 49 -0.03231810 0.3152173 0.8801489 0.09936192 Grant-White
#> 50 0.24444031 0.3152173 0.8801489 0.09936192 Grant-White
#> 51 -0.74431900 0.3152173 0.8801489 0.09936192 Grant-White
#> 52 -0.43798842 0.3152173 0.8801489 0.09936192 Grant-White
#> 53 -1.85297845 0.3152173 0.8801489 0.09936192 Grant-White
#> 54 -0.82563527 0.3152173 0.8801489 0.09936192 Grant-White
#> 55 1.20039010 0.3152173 0.8801489 0.09936192 Grant-White
#> 56 -0.33287433 0.3152173 0.8801489 0.09936192 Grant-White
#> 57 0.01996797 0.3152173 0.8801489 0.09936192 Grant-White
#> 58 1.67582800 0.3152173 0.8801489 0.09936192 Grant-White
#> 59 -0.71906808 0.3152173 0.8801489 0.09936192 Grant-White
#> 60 -0.20504632 0.3152173 0.8801489 0.09936192 Grant-White
#> 61 1.96214007 0.3152173 0.8801489 0.09936192 Grant-White
#> 62 -0.93452871 0.3152173 0.8801489 0.09936192 Grant-White
#> 63 -0.35343474 0.3152173 0.8801489 0.09936192 Grant-White
#> 64 -1.95809255 0.3152173 0.8801489 0.09936192 Grant-White
#> 65 -1.36021750 0.3152173 0.8801489 0.09936192 Grant-White
#> 66 0.08595623 0.3152173 0.8801489 0.09936192 Grant-White
#> 67 -0.23407652 0.3152173 0.8801489 0.09936192 Grant-White
#> 68 0.67805696 0.3152173 0.8801489 0.09936192 Grant-White
#> 69 -0.42951863 0.3152173 0.8801489 0.09936192 Grant-White
#> 70 -0.69203290 0.3152173 0.8801489 0.09936192 Grant-White
#> 71 -0.71583072 0.3152173 0.8801489 0.09936192 Grant-White
#> 72 -0.19603459 0.3152173 0.8801489 0.09936192 Grant-White
#> 73 -0.36767888 0.3152173 0.8801489 0.09936192 Grant-White
#> 74 1.77425660 0.3152173 0.8801489 0.09936192 Grant-White
#> 75 -0.67924187 0.3152173 0.8801489 0.09936192 Grant-White
#> 76 0.07603337 0.3152173 0.8801489 0.09936192 Grant-White
#> 77 1.49895127 0.3152173 0.8801489 0.09936192 Grant-White
#> 78 -0.78813525 0.3152173 0.8801489 0.09936192 Grant-White
#> 79 -1.35643816 0.3152173 0.8801489 0.09936192 Grant-White
#> 80 -0.34242798 0.3152173 0.8801489 0.09936192 Grant-White
#> 81 1.10806701 0.3152173 0.8801489 0.09936192 Grant-White
#> 82 1.04768034 0.3152173 0.8801489 0.09936192 Grant-White
#> 83 1.02242947 0.3152173 0.8801489 0.09936192 Grant-White
#> 84 0.38236395 0.3152173 0.8801489 0.09936192 Grant-White
#> 85 0.56447306 0.3152173 0.8801489 0.09936192 Grant-White
#> 86 0.78803426 0.3152173 0.8801489 0.09936192 Grant-White
#> 87 0.43087072 0.3152173 0.8801489 0.09936192 Grant-White
#> 88 0.40383552 0.3152173 0.8801489 0.09936192 Grant-White
#> 89 -0.44376277 0.3152173 0.8801489 0.09936192 Grant-White
#> 90 0.08126577 0.3152173 0.8801489 0.09936192 Grant-White
#> 91 0.14833793 0.3152173 0.8801489 0.09936192 Grant-White
#> 92 0.53922219 0.3152173 0.8801489 0.09936192 Grant-White
#> 93 0.53598481 0.3152173 0.8801489 0.09936192 Grant-White
#> 94 -0.17024174 0.3152173 0.8801489 0.09936192 Grant-White
#> 95 0.43610310 0.3152173 0.8801489 0.09936192 Grant-White
#> 96 2.22843366 0.3152173 0.8801489 0.09936192 Grant-White
#> 97 1.36480696 0.3152173 0.8801489 0.09936192 Grant-White
#> 98 0.65135298 0.3152173 0.8801489 0.09936192 Grant-White
#> 99 1.69439338 0.3152173 0.8801489 0.09936192 Grant-White
#> 100 -0.15745068 0.3152173 0.8801489 0.09936192 Grant-White
#> 101 -0.27680894 0.3152173 0.8801489 0.09936192 Grant-White
#> 102 1.80473991 0.3152173 0.8801489 0.09936192 Grant-White
#> 103 -0.03286005 0.3152173 0.8801489 0.09936192 Grant-White
#> 104 0.21541008 0.3152173 0.8801489 0.09936192 Grant-White
#> 105 0.63586648 0.3152173 0.8801489 0.09936192 Grant-White
#> 106 -0.44122580 0.3152173 0.8801489 0.09936192 Grant-White
#> 107 0.24389836 0.3152173 0.8801489 0.09936192 Grant-White
#> 108 0.97392270 0.3152173 0.8801489 0.09936192 Grant-White
#> 109 1.00619031 0.3152173 0.8801489 0.09936192 Grant-White
#> 110 0.95967859 0.3152173 0.8801489 0.09936192 Grant-White
#> 111 2.10529611 0.3152173 0.8801489 0.09936192 Grant-White
#> 112 0.95012491 0.3152173 0.8801489 0.09936192 Grant-White
#> 113 1.14033462 0.3152173 0.8801489 0.09936192 Grant-White
#> 114 -0.41527450 0.3152173 0.8801489 0.09936192 Grant-White
#> 115 0.50263334 0.3152173 0.8801489 0.09936192 Grant-White
#> 116 0.00518188 0.3152173 0.8801489 0.09936192 Grant-White
#> 117 -0.30961846 0.3152173 0.8801489 0.09936192 Grant-White
#> 118 -0.38570232 0.3152173 0.8801489 0.09936192 Grant-White
#> 119 -0.88747505 0.3152173 0.8801489 0.09936192 Grant-White
#> 120 -1.11340047 0.3152173 0.8801489 0.09936192 Grant-White
#> 121 -0.22830216 0.3152173 0.8801489 0.09936192 Grant-White
#> 122 0.16781447 0.3152173 0.8801489 0.09936192 Grant-White
#> 123 -1.16622845 0.3152173 0.8801489 0.09936192 Grant-White
#> 124 -0.45277447 0.3152173 0.8801489 0.09936192 Grant-White
#> 125 -0.69527031 0.3152173 0.8801489 0.09936192 Grant-White
#> 126 1.16558552 0.3152173 0.8801489 0.09936192 Grant-White
#> 127 -0.49081643 0.3152173 0.8801489 0.09936192 Grant-White
#> 128 0.45412656 0.3152173 0.8801489 0.09936192 Grant-White
#> 129 -0.75910506 0.3152173 0.8801489 0.09936192 Grant-White
#> 130 -0.46232819 0.3152173 0.8801489 0.09936192 Grant-White
#> 131 1.33631868 0.3152173 0.8801489 0.09936192 Grant-White
#> 132 -0.78236094 0.3152173 0.8801489 0.09936192 Grant-White
#> 133 0.11407532 0.3152173 0.8801489 0.09936192 Grant-White
#> 134 -0.26111172 0.3152173 0.8801489 0.09936192 Grant-White
#> 135 -0.58492377 0.3152173 0.8801489 0.09936192 Grant-White
#> 136 -1.40872427 0.3152173 0.8801489 0.09936192 Grant-White
#> 137 -0.24308825 0.3152173 0.8801489 0.09936192 Grant-White
#> 138 -0.17601610 0.3152173 0.8801489 0.09936192 Grant-White
#> 139 -0.74486092 0.3152173 0.8801489 0.09936192 Grant-White
#> 140 -0.13419481 0.3152173 0.8801489 0.09936192 Grant-White
#> 141 -0.74809830 0.3152173 0.8801489 0.09936192 Grant-White
#> 142 -0.93452871 0.3152173 0.8801489 0.09936192 Grant-White
#> 143 0.88737403 0.3152173 0.8801489 0.09936192 Grant-White
#> 144 -0.05665784 0.3152173 0.8801489 0.09936192 Grant-White
#> 145 0.58303847 0.3152173 0.8801489 0.09936192 Grant-White
#>
#> attr(,"fsT")
#> attr(,"fsT")$Pasteur
#> fs_f1
#> fs_f1 0.08995892
#>
#> attr(,"fsT")$`Grant-White`
#> fs_f1
#> fs_f1 0.09936192
#>
#> attr(,"fsL")
#> attr(,"fsL")$Pasteur
#> f1
#> fs_f1 0.8833584
#>
#> attr(,"fsL")$`Grant-White`
#> f1
#> fs_f1 0.8801489
#>
#> attr(,"fsb")
#> attr(,"fsb")$Pasteur
#> fs_f1
#> 0
#>
#> attr(,"fsb")$`Grant-White`
#> fs_f1
#> 0
#>
#> attr(,"scoring_matrix")
#> attr(,"scoring_matrix")$Pasteur
#> [,1] [,2] [,3]
#> f1 0.2280246 0.3381964 0.2740895
#>
#> attr(,"scoring_matrix")$`Grant-White`
#> [,1] [,2] [,3]
#> f1 0.3580747 0.2682886 0.2662936
#>