This list of 100 datasets was simulated using the default values of the options of the protdatasim function and the set.seed value set to 4619.
The format is: List of 100 data.frames.
200 obs. of 11 variables
int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
num [1:200] 99.6 99.9 100.2 99.8 100.4 ...
num [1:200] 97.4 101.3 100.3 100.2 101.7 ...
num [1:200] 100.3 100.9 99.1 101.2 100.6 ...
num [1:200] 99.4 99.2 98.5 99.1 99.5 ...
num [1:200] 98.5 99.7 100 100.2 100.7 ...
num [1:200] 200 199 199 200 199 ...
num [1:200] 200 200 202 199 199 ...
num [1:200] 202 199 200 199 201 ...
num [1:200] 200 200 199 201 200 ...
num [1:200] 200 198 200 201 199 ...
'data.frame': 10 obs. of 3 variables:
chr [1:10] "X1" "X2" "X3" "X4" ...
Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
int [1:10] 1 2 3 4 5 6 7 8 9 10
...
We simulated the data.
M. Chion, Ch. Carapito and F. Bertrand (2021). Accounting for multiple imputation-induced variability for differential analysis in mass spectrometry-based label-free quantitative proteomics. doi:10.1371/journal.pcbi.1010420 .
data(norm.200.m100.sd1.vs.m200.sd1.list)
str(norm.200.m100.sd1.vs.m200.sd1.list)
#> List of 100
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.6 99.9 100.2 99.8 100.4 ...
#> ..$ X2 : num [1:200] 97.4 101.3 100.3 100.2 101.7 ...
#> ..$ X3 : num [1:200] 100.3 100.9 99.1 101.2 100.6 ...
#> ..$ X4 : num [1:200] 99.4 99.2 98.5 99.1 99.5 ...
#> ..$ X5 : num [1:200] 98.5 99.7 100 100.2 100.7 ...
#> ..$ X6 : num [1:200] 200 199 199 200 199 ...
#> ..$ X7 : num [1:200] 200 200 202 199 199 ...
#> ..$ X8 : num [1:200] 202 199 200 199 201 ...
#> ..$ X9 : num [1:200] 200 200 199 201 200 ...
#> ..$ X10 : num [1:200] 200 198 200 201 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.3 97.6 100.1 99.3 101.1 ...
#> ..$ X2 : num [1:200] 100.4 98.6 99.9 99.7 100.2 ...
#> ..$ X3 : num [1:200] 100.4 101.3 99.1 100.2 100.3 ...
#> ..$ X4 : num [1:200] 98.9 100.5 101 100.5 99.5 ...
#> ..$ X5 : num [1:200] 101.5 99.7 98.1 99.5 100.2 ...
#> ..$ X6 : num [1:200] 201 200 201 201 200 ...
#> ..$ X7 : num [1:200] 200 200 201 200 199 ...
#> ..$ X8 : num [1:200] 198 200 202 199 199 ...
#> ..$ X9 : num [1:200] 200 201 198 200 200 ...
#> ..$ X10 : num [1:200] 200 199 201 199 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 101 98.8 101 101.2 100.1 ...
#> ..$ X2 : num [1:200] 101.1 100.6 98.8 100.8 99.9 ...
#> ..$ X3 : num [1:200] 99.6 99.7 100.1 98.7 101.4 ...
#> ..$ X4 : num [1:200] 100.3 100.6 100.1 99.5 97.4 ...
#> ..$ X5 : num [1:200] 100.4 100.1 101 99.1 100.3 ...
#> ..$ X6 : num [1:200] 202 200 200 200 202 ...
#> ..$ X7 : num [1:200] 198 199 201 200 199 ...
#> ..$ X8 : num [1:200] 202 201 200 201 198 ...
#> ..$ X9 : num [1:200] 199 200 200 199 199 ...
#> ..$ X10 : num [1:200] 199 199 201 201 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 98.4 98.5 100.5 98.7 101.4 ...
#> ..$ X2 : num [1:200] 98.4 101.2 99.1 100.4 99.3 ...
#> ..$ X3 : num [1:200] 99.8 100.3 98.4 99.6 101 ...
#> ..$ X4 : num [1:200] 98.5 98.8 99.8 100.4 98.7 ...
#> ..$ X5 : num [1:200] 100.9 99.5 100.5 100.5 99.3 ...
#> ..$ X6 : num [1:200] 201 200 200 198 199 ...
#> ..$ X7 : num [1:200] 201 200 201 202 200 ...
#> ..$ X8 : num [1:200] 201 200 200 201 199 ...
#> ..$ X9 : num [1:200] 201 198 201 201 198 ...
#> ..$ X10 : num [1:200] 201 200 199 200 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.2 100.7 99.6 99.8 100.1 ...
#> ..$ X2 : num [1:200] 100.8 98.7 101.1 101.8 99.9 ...
#> ..$ X3 : num [1:200] 101.5 100.6 100.9 100.3 99.8 ...
#> ..$ X4 : num [1:200] 97.3 99.1 100.2 98.4 98.4 ...
#> ..$ X5 : num [1:200] 101 101 101 100 101 ...
#> ..$ X6 : num [1:200] 201 201 198 200 199 ...
#> ..$ X7 : num [1:200] 198 199 199 201 200 ...
#> ..$ X8 : num [1:200] 199 197 199 199 199 ...
#> ..$ X9 : num [1:200] 201 199 199 199 200 ...
#> ..$ X10 : num [1:200] 201 199 199 200 197 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 98.6 100.7 100.1 99 101 ...
#> ..$ X2 : num [1:200] 99.1 99.9 100.9 99.9 99.8 ...
#> ..$ X3 : num [1:200] 99.4 100.3 100.6 100.7 98.6 ...
#> ..$ X4 : num [1:200] 100 100.3 100.2 98.2 103.7 ...
#> ..$ X5 : num [1:200] 100.7 99.1 100.8 100.4 99.5 ...
#> ..$ X6 : num [1:200] 201 201 199 199 201 ...
#> ..$ X7 : num [1:200] 201 199 202 202 202 ...
#> ..$ X8 : num [1:200] 201 199 199 202 201 ...
#> ..$ X9 : num [1:200] 200 199 200 202 200 ...
#> ..$ X10 : num [1:200] 200 201 200 200 203 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.9 98.9 99.4 98.4 98.6 ...
#> ..$ X2 : num [1:200] 100.3 99.4 101.3 99.4 100.2 ...
#> ..$ X3 : num [1:200] 99 101 102 101 102 ...
#> ..$ X4 : num [1:200] 99.5 100.2 99.4 100.5 99.7 ...
#> ..$ X5 : num [1:200] 98.8 100.4 100.2 100 99.9 ...
#> ..$ X6 : num [1:200] 200 200 201 200 202 ...
#> ..$ X7 : num [1:200] 199 202 201 199 200 ...
#> ..$ X8 : num [1:200] 201 201 200 200 200 ...
#> ..$ X9 : num [1:200] 201 200 200 201 200 ...
#> ..$ X10 : num [1:200] 202 199 201 201 202 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.7 99.1 99.1 98.3 98.9 ...
#> ..$ X2 : num [1:200] 100.7 100.1 98.4 100.9 100.2 ...
#> ..$ X3 : num [1:200] 101.1 101 100.9 99.2 101.5 ...
#> ..$ X4 : num [1:200] 99.7 99 100.2 101.2 98.1 ...
#> ..$ X5 : num [1:200] 100.3 101.3 100.1 99.6 100.1 ...
#> ..$ X6 : num [1:200] 200 200 197 200 200 ...
#> ..$ X7 : num [1:200] 199 198 199 200 199 ...
#> ..$ X8 : num [1:200] 200 201 201 198 199 ...
#> ..$ X9 : num [1:200] 200 201 200 200 201 ...
#> ..$ X10 : num [1:200] 199 203 203 199 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.8 98.9 98.8 99.2 99.5 ...
#> ..$ X2 : num [1:200] 101.6 98.7 100 101 100 ...
#> ..$ X3 : num [1:200] 98.5 99.6 100.6 101.3 100 ...
#> ..$ X4 : num [1:200] 100.3 100.5 101 99.1 99.1 ...
#> ..$ X5 : num [1:200] 100.2 98.2 100.3 99.1 99.6 ...
#> ..$ X6 : num [1:200] 201 201 200 199 199 ...
#> ..$ X7 : num [1:200] 200 199 200 198 198 ...
#> ..$ X8 : num [1:200] 200 201 200 199 200 ...
#> ..$ X9 : num [1:200] 201 200 201 200 201 ...
#> ..$ X10 : num [1:200] 201 200 200 201 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.4 99.9 99.7 99.1 100.8 ...
#> ..$ X2 : num [1:200] 101 101 100 102 99 ...
#> ..$ X3 : num [1:200] 100.8 99.3 100.7 99.9 100 ...
#> ..$ X4 : num [1:200] 98.9 99.8 100.4 100.6 101.3 ...
#> ..$ X5 : num [1:200] 100.5 99.9 100.8 99 99.5 ...
#> ..$ X6 : num [1:200] 201 198 199 199 201 ...
#> ..$ X7 : num [1:200] 199 200 200 201 200 ...
#> ..$ X8 : num [1:200] 201 198 200 202 202 ...
#> ..$ X9 : num [1:200] 199 200 200 200 201 ...
#> ..$ X10 : num [1:200] 200 199 200 200 202 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.4 99.6 99.8 100.6 99.8 ...
#> ..$ X2 : num [1:200] 97 101 101 100 101 ...
#> ..$ X3 : num [1:200] 99.6 98.6 100 102 101 ...
#> ..$ X4 : num [1:200] 99.2 99.1 100.6 99.8 98.7 ...
#> ..$ X5 : num [1:200] 100.3 101.4 99.3 99.4 98.7 ...
#> ..$ X6 : num [1:200] 200 198 198 199 201 ...
#> ..$ X7 : num [1:200] 199 199 199 201 199 ...
#> ..$ X8 : num [1:200] 200 200 201 201 201 ...
#> ..$ X9 : num [1:200] 200 200 199 200 198 ...
#> ..$ X10 : num [1:200] 201 200 201 199 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.1 98 100.4 98.9 97.8 ...
#> ..$ X2 : num [1:200] 98 99.1 100.5 100.3 99.3 ...
#> ..$ X3 : num [1:200] 98.9 98.8 99.9 101.8 99.4 ...
#> ..$ X4 : num [1:200] 101 100 101 102 100 ...
#> ..$ X5 : num [1:200] 100.7 101.9 100.7 97.6 99.3 ...
#> ..$ X6 : num [1:200] 198 199 199 200 202 ...
#> ..$ X7 : num [1:200] 198 200 199 202 200 ...
#> ..$ X8 : num [1:200] 201 202 200 200 200 ...
#> ..$ X9 : num [1:200] 199 200 198 200 198 ...
#> ..$ X10 : num [1:200] 199 199 198 199 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.6 100 101.4 99.3 101.9 ...
#> ..$ X2 : num [1:200] 101.4 98.1 101.2 101 99.5 ...
#> ..$ X3 : num [1:200] 99 100.3 100.5 102.7 98.5 ...
#> ..$ X4 : num [1:200] 99.5 99.3 99.4 100.7 100 ...
#> ..$ X5 : num [1:200] 99.7 99.9 100 100.2 98.6 ...
#> ..$ X6 : num [1:200] 199 201 198 201 199 ...
#> ..$ X7 : num [1:200] 203 198 200 200 199 ...
#> ..$ X8 : num [1:200] 200 201 199 201 201 ...
#> ..$ X9 : num [1:200] 200 200 201 202 200 ...
#> ..$ X10 : num [1:200] 200 198 201 201 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 101.8 100.4 100.5 99.5 100.8 ...
#> ..$ X2 : num [1:200] 99.9 100.3 101.5 100.2 99.9 ...
#> ..$ X3 : num [1:200] 100.5 98.9 99.5 100.3 101.1 ...
#> ..$ X4 : num [1:200] 99.5 100.5 99.4 101.6 101 ...
#> ..$ X5 : num [1:200] 100.9 100.1 99.2 99.2 99.1 ...
#> ..$ X6 : num [1:200] 202 200 199 201 200 ...
#> ..$ X7 : num [1:200] 199 201 200 198 201 ...
#> ..$ X8 : num [1:200] 198 200 199 200 201 ...
#> ..$ X9 : num [1:200] 202 199 202 200 200 ...
#> ..$ X10 : num [1:200] 199 199 202 198 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.7 98.6 99.6 101.2 98.5 ...
#> ..$ X2 : num [1:200] 99.9 97.7 100.1 100 99.2 ...
#> ..$ X3 : num [1:200] 100 100 101 101 100 ...
#> ..$ X4 : num [1:200] 100 101.5 99.9 100.9 99 ...
#> ..$ X5 : num [1:200] 99.2 100.4 97.5 99.8 99.6 ...
#> ..$ X6 : num [1:200] 199 199 199 200 199 ...
#> ..$ X7 : num [1:200] 199 199 201 201 199 ...
#> ..$ X8 : num [1:200] 201 199 201 200 200 ...
#> ..$ X9 : num [1:200] 199 201 201 199 199 ...
#> ..$ X10 : num [1:200] 201 200 201 199 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.3 99 99.8 102.2 100.5 ...
#> ..$ X2 : num [1:200] 101.8 99.8 98.8 100.5 98.8 ...
#> ..$ X3 : num [1:200] 100 101.6 100.9 99.7 98.2 ...
#> ..$ X4 : num [1:200] 100 100.6 100.4 99.9 99.8 ...
#> ..$ X5 : num [1:200] 99.5 100.8 99.3 101.6 99.3 ...
#> ..$ X6 : num [1:200] 200 200 200 201 199 ...
#> ..$ X7 : num [1:200] 200 200 201 200 199 ...
#> ..$ X8 : num [1:200] 200 199 202 199 199 ...
#> ..$ X9 : num [1:200] 201 201 200 200 200 ...
#> ..$ X10 : num [1:200] 198 199 199 200 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.8 99.4 100.1 99.9 100.6 ...
#> ..$ X2 : num [1:200] 100.2 98.2 99.7 99.8 100.8 ...
#> ..$ X3 : num [1:200] 100 100 101 102 101 ...
#> ..$ X4 : num [1:200] 99.7 99.2 99.9 100.3 100.3 ...
#> ..$ X5 : num [1:200] 100.1 100.7 100 99.1 100.5 ...
#> ..$ X6 : num [1:200] 201 201 198 199 201 ...
#> ..$ X7 : num [1:200] 202 198 200 199 199 ...
#> ..$ X8 : num [1:200] 200 200 199 201 200 ...
#> ..$ X9 : num [1:200] 200 202 200 200 201 ...
#> ..$ X10 : num [1:200] 200 201 200 200 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.3 99.6 100.6 100.6 99.4 ...
#> ..$ X2 : num [1:200] 99.9 101.3 99.4 100.4 99.5 ...
#> ..$ X3 : num [1:200] 100.1 99.4 100.5 100.5 101 ...
#> ..$ X4 : num [1:200] 99.7 100.9 99.4 100.1 100 ...
#> ..$ X5 : num [1:200] 99.5 100.2 100.9 101.3 100.1 ...
#> ..$ X6 : num [1:200] 199 200 200 201 200 ...
#> ..$ X7 : num [1:200] 200 198 199 199 201 ...
#> ..$ X8 : num [1:200] 201 200 201 199 198 ...
#> ..$ X9 : num [1:200] 202 200 200 200 200 ...
#> ..$ X10 : num [1:200] 200 199 201 201 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.4 100.2 100.5 99.3 98.9 ...
#> ..$ X2 : num [1:200] 99.7 100.4 101 101.4 101 ...
#> ..$ X3 : num [1:200] 99.8 101.1 99.2 98.8 100.5 ...
#> ..$ X4 : num [1:200] 99.2 99.5 98.7 99 100.5 ...
#> ..$ X5 : num [1:200] 100.4 99.5 100.2 98.8 99.1 ...
#> ..$ X6 : num [1:200] 199 198 198 199 200 ...
#> ..$ X7 : num [1:200] 200 199 199 199 201 ...
#> ..$ X8 : num [1:200] 201 199 200 202 201 ...
#> ..$ X9 : num [1:200] 199 200 200 198 200 ...
#> ..$ X10 : num [1:200] 201 200 199 200 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X2 : num [1:200] 98.6 98.5 100.7 100.5 99.2 ...
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#> ..$ X9 : num [1:200] 200 200 200 200 199 ...
#> ..$ X10 : num [1:200] 200 200 201 200 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X9 : num [1:200] 200 200 202 200 201 ...
#> ..$ X10 : num [1:200] 201 201 201 201 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X2 : num [1:200] 102.3 100.3 100.2 97.7 100 ...
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#> ..$ X10 : num [1:200] 201 198 200 200 201 ...
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#> ..$ X10 : num [1:200] 201 200 201 200 201 ...
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#> ..$ X10 : num [1:200] 200 201 200 199 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 100 99.9 100.1 101.8 100.9 ...
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#> ..$ X10 : num [1:200] 200 199 200 201 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X2 : num [1:200] 102 97.7 99.6 99.2 96.4 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 102 100 101 100 101 ...
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#> ..$ X10 : num [1:200] 199 199 201 200 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X10 : num [1:200] 201 200 201 200 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 100.7 101.3 99.1 99.3 98.8 ...
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#> ..$ X10 : num [1:200] 199 198 199 200 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 98.8 101.2 100.5 98.1 99.2 ...
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#> ..$ X10 : num [1:200] 201 201 199 200 202 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 99.4 100.6 99.9 98.2 99.9 ...
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#> ..$ X10 : num [1:200] 199 200 199 200 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 101.5 98.6 100 101 98.9 ...
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#> ..$ X10 : num [1:200] 199 200 199 199 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 99.6 97.8 100.8 101.8 100.3 ...
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#> ..$ X10 : num [1:200] 199 201 199 201 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 100.2 99.7 100.5 100.1 101.2 ...
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#> ..$ X9 : num [1:200] 201 199 201 201 198 ...
#> ..$ X10 : num [1:200] 199 200 200 200 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 99.7 100.8 99.3 98.1 98.4 ...
#> ..$ X2 : num [1:200] 98 100.3 100.1 100.8 99.1 ...
#> ..$ X3 : num [1:200] 101 100.4 101.1 100.1 99.2 ...
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#> ..$ X5 : num [1:200] 98.4 100.5 99.5 100.6 98.9 ...
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#> ..$ X7 : num [1:200] 201 200 201 199 200 ...
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#> ..$ X10 : num [1:200] 199 199 199 199 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 100.4 101 100.6 100.6 98.4 ...
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#> ..$ X9 : num [1:200] 201 200 199 200 201 ...
#> ..$ X10 : num [1:200] 200 201 201 199 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X10 : num [1:200] 201 200 200 200 202 ...
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#> ..$ X10 : num [1:200] 201 200 199 200 201 ...
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#> ..$ X10 : num [1:200] 200 201 200 199 198 ...
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#> ..$ X10 : num [1:200] 198 201 200 200 198 ...
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#> ..$ X10 : num [1:200] 198 199 199 200 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 98.4 98.9 100.5 99.5 98.9 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X10 : num [1:200] 199 198 201 198 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X2 : num [1:200] 99.4 98.3 102.3 100.7 96.8 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 99.1 100.3 98.9 99.5 100.1 ...
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#> ..$ X10 : num [1:200] 200 200 201 200 199 ...
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#> ..$ X10 : num [1:200] 202 201 200 200 200 ...
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#> ..$ X10 : num [1:200] 200 200 200 201 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 98.5 100.2 98.9 101.5 98.7 ...
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#> ..$ X10 : num [1:200] 199 200 201 201 199 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 99.3 100.8 100.6 100.7 101 ...
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#> ..$ X10 : num [1:200] 201 201 201 199 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X1 : num [1:200] 98.1 100.6 100.1 101.2 100.2 ...
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#> ..$ X10 : num [1:200] 200 200 199 200 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X9 : num [1:200] 198 199 200 201 201 ...
#> ..$ X10 : num [1:200] 200 200 201 200 198 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X10 : num [1:200] 202 202 201 198 198 ...
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#> ..$ X10 : num [1:200] 201 201 201 199 200 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X10 : num [1:200] 201 199 199 200 199 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 99 100 101.8 100.2 99.3 ...
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#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X10 : num [1:200] 201 200 199 199 201 ...
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#> ..$ X10 : num [1:200] 200 200 201 202 199 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
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#> ..$ X10 : num [1:200] 200 200 200 200 201 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 99.4 99.7 99.9 99.6 100.8 ...
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#> ..$ X10 : num [1:200] 202 200 200 199 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 101.1 99.2 100.5 100.1 100.1 ...
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#> ..$ X10 : num [1:200] 199 201 199 201 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.8 100.2 100.5 99.9 99.9 ...
#> ..$ X2 : num [1:200] 99.4 99.8 100.9 101.9 99.3 ...
#> ..$ X3 : num [1:200] 99 101.1 102.2 99.7 99.6 ...
#> ..$ X4 : num [1:200] 99.5 99.7 100.6 98.3 99.5 ...
#> ..$ X5 : num [1:200] 99.4 100.8 100.6 99.9 100.3 ...
#> ..$ X6 : num [1:200] 200 201 200 200 200 ...
#> ..$ X7 : num [1:200] 201 202 200 199 201 ...
#> ..$ X8 : num [1:200] 199 201 198 200 201 ...
#> ..$ X9 : num [1:200] 199 200 201 200 200 ...
#> ..$ X10 : num [1:200] 199 198 201 202 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.9 100.7 99.7 100.2 99.4 ...
#> ..$ X2 : num [1:200] 100.8 99.1 100.3 99.9 101.6 ...
#> ..$ X3 : num [1:200] 101.7 99.9 101.5 101.1 99.6 ...
#> ..$ X4 : num [1:200] 99.4 99.8 101 101.4 102.5 ...
#> ..$ X5 : num [1:200] 99.2 101.6 101.7 101 101 ...
#> ..$ X6 : num [1:200] 199 201 200 200 201 ...
#> ..$ X7 : num [1:200] 200 201 200 200 200 ...
#> ..$ X8 : num [1:200] 200 203 200 200 200 ...
#> ..$ X9 : num [1:200] 199 201 201 198 200 ...
#> ..$ X10 : num [1:200] 201 203 201 200 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 98.7 100.4 99.8 99.6 99.8 ...
#> ..$ X2 : num [1:200] 100.4 100.7 99.7 100 100.1 ...
#> ..$ X3 : num [1:200] 99.4 99.6 99.4 99.9 101.5 ...
#> ..$ X4 : num [1:200] 100.2 99.9 100.6 100 100.2 ...
#> ..$ X5 : num [1:200] 99.5 100.6 100.5 100.3 98.9 ...
#> ..$ X6 : num [1:200] 198 200 201 200 201 ...
#> ..$ X7 : num [1:200] 200 200 200 199 201 ...
#> ..$ X8 : num [1:200] 201 199 201 199 200 ...
#> ..$ X9 : num [1:200] 197 199 200 200 200 ...
#> ..$ X10 : num [1:200] 198 199 200 200 198 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.3 98.9 100.3 99.6 99.7 ...
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#> ..$ X4 : num [1:200] 100.2 99.4 99.6 101.2 99.3 ...
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#> ..$ X6 : num [1:200] 200 198 201 199 201 ...
#> ..$ X7 : num [1:200] 198 201 201 200 198 ...
#> ..$ X8 : num [1:200] 199 200 199 201 199 ...
#> ..$ X9 : num [1:200] 199 200 200 201 199 ...
#> ..$ X10 : num [1:200] 200 200 197 200 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
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#> ..$ X1 : num [1:200] 101.5 100.8 99.6 100.5 99.6 ...
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#> ..$ X3 : num [1:200] 100.3 101 98.6 100.9 99.8 ...
#> ..$ X4 : num [1:200] 98.9 98.8 99.8 100.5 101.5 ...
#> ..$ X5 : num [1:200] 99.6 101.3 102 101.7 101.2 ...
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#> ..$ X7 : num [1:200] 200 202 200 200 198 ...
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#> ..$ X9 : num [1:200] 199 201 200 201 201 ...
#> ..$ X10 : num [1:200] 200 201 201 200 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
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#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.9 100.2 99.5 100 99.5 ...
#> ..$ X2 : num [1:200] 100.5 100 103.2 99.5 102 ...
#> ..$ X3 : num [1:200] 99.7 100 99.5 100.1 98.7 ...
#> ..$ X4 : num [1:200] 101.8 99.1 99.6 100.8 100.9 ...
#> ..$ X5 : num [1:200] 99.6 100.7 99.3 98.9 101.2 ...
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#> ..$ X7 : num [1:200] 200 200 199 200 200 ...
#> ..$ X8 : num [1:200] 200 200 198 199 199 ...
#> ..$ X9 : num [1:200] 201 200 199 201 200 ...
#> ..$ X10 : num [1:200] 202 200 201 201 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.4 99.7 99.4 98.8 99.4 ...
#> ..$ X2 : num [1:200] 100.2 100 99 99.6 100.9 ...
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#> ..$ X10 : num [1:200] 198 200 201 199 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
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#> ..$ X1 : num [1:200] 99.9 99.4 99.4 101.3 101.2 ...
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#> ..$ X9 : num [1:200] 203 199 200 199 201 ...
#> ..$ X10 : num [1:200] 200 202 200 200 199 ...
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#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
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#> ..$ X1 : num [1:200] 99.3 101.2 99.9 98.8 101.2 ...
#> ..$ X2 : num [1:200] 100.6 102 100.7 99.6 99.5 ...
#> ..$ X3 : num [1:200] 97.6 100.6 99.5 99.4 101.4 ...
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#> ..$ X10 : num [1:200] 200 200 201 200 202 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 98.4 100.1 100.6 99.7 99.4 ...
#> ..$ X2 : num [1:200] 100.4 100.6 99.4 101 98.8 ...
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#> ..$ X4 : num [1:200] 100.2 101.6 100 100.3 99.7 ...
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#> ..$ X7 : num [1:200] 200 199 200 200 200 ...
#> ..$ X8 : num [1:200] 200 199 198 201 199 ...
#> ..$ X9 : num [1:200] 199 199 199 198 202 ...
#> ..$ X10 : num [1:200] 200 199 201 199 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 101.7 100.8 100.7 97.7 100.5 ...
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#> ..$ X3 : num [1:200] 99.9 99.7 100.4 100.8 100 ...
#> ..$ X4 : num [1:200] 98.9 100.2 100.7 99.8 100.8 ...
#> ..$ X5 : num [1:200] 100 100 101 100 101 ...
#> ..$ X6 : num [1:200] 200 201 202 199 200 ...
#> ..$ X7 : num [1:200] 200 202 202 198 201 ...
#> ..$ X8 : num [1:200] 200 201 200 198 199 ...
#> ..$ X9 : num [1:200] 197 200 200 201 199 ...
#> ..$ X10 : num [1:200] 199 198 199 198 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.5 100.3 98.4 100.1 100.8 ...
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#> ..$ X3 : num [1:200] 98.9 99.8 98.9 100.1 98.6 ...
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#> ..$ X5 : num [1:200] 98.2 99.6 99.6 99.7 100 ...
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#> ..$ X8 : num [1:200] 200 200 202 200 201 ...
#> ..$ X9 : num [1:200] 200 202 199 200 201 ...
#> ..$ X10 : num [1:200] 202 201 201 201 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
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#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 99.6 99.4 100.5 100.1 100.1 ...
#> ..$ X2 : num [1:200] 100.2 101 98.9 99.9 101.1 ...
#> ..$ X3 : num [1:200] 100 100 101 102 100 ...
#> ..$ X4 : num [1:200] 98.7 99.8 98.8 100 102 ...
#> ..$ X5 : num [1:200] 98.4 100.3 100.9 100.7 99.3 ...
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#> ..$ X8 : num [1:200] 198 199 200 199 201 ...
#> ..$ X9 : num [1:200] 199 200 202 199 200 ...
#> ..$ X10 : num [1:200] 200 201 199 200 198 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.5 100.5 99 99.3 101.8 ...
#> ..$ X2 : num [1:200] 100 100 101 100 101 ...
#> ..$ X3 : num [1:200] 99 101.6 101 99.7 100.9 ...
#> ..$ X4 : num [1:200] 100.4 99.8 100.1 96.9 100.1 ...
#> ..$ X5 : num [1:200] 99.7 99.8 100 99.8 99.2 ...
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#> ..$ X8 : num [1:200] 200 199 199 199 200 ...
#> ..$ X9 : num [1:200] 202 200 199 200 199 ...
#> ..$ X10 : num [1:200] 198 198 198 198 199 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 101.2 99.8 99.9 99.9 100.5 ...
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#> ..$ X5 : num [1:200] 101.9 99.1 97.1 100.4 99 ...
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#> ..$ X9 : num [1:200] 201 200 199 201 200 ...
#> ..$ X10 : num [1:200] 199 200 201 201 200 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
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#> ..$ X1 : num [1:200] 100.6 98.6 101.3 99.6 101.2 ...
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#> ..$ X9 : num [1:200] 201 199 199 202 200 ...
#> ..$ X10 : num [1:200] 201 200 200 201 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
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#> ..$ X1 : num [1:200] 100.2 100.4 99.8 100.4 99.6 ...
#> ..$ X2 : num [1:200] 98 100.1 99.5 99.6 99.7 ...
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#> ..$ X9 : num [1:200] 200 199 200 199 201 ...
#> ..$ X10 : num [1:200] 199 199 201 199 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
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#> ..$ X1 : num [1:200] 101 100.2 99.5 99.9 101.3 ...
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#> ..$ X4 : num [1:200] 99.1 99 99.1 100.9 100.4 ...
#> ..$ X5 : num [1:200] 99 99.9 98.9 100.3 99.4 ...
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#> ..$ X10 : num [1:200] 200 201 199 201 201 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
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#> ..$ X1 : num [1:200] 101 99.8 98.7 99.8 99.2 ...
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#> ..$ X5 : num [1:200] 100.2 99.9 99.7 99.3 100.6 ...
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#> ..$ X7 : num [1:200] 201 201 197 199 199 ...
#> ..$ X8 : num [1:200] 200 201 199 200 199 ...
#> ..$ X9 : num [1:200] 199 198 200 200 199 ...
#> ..$ X10 : num [1:200] 200 201 199 200 202 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.8 100.2 101.2 99.4 98.9 ...
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#> ..$ X4 : num [1:200] 100.6 98.9 99.6 100.3 101 ...
#> ..$ X5 : num [1:200] 102.2 99.6 99.7 100.2 101 ...
#> ..$ X6 : num [1:200] 200 200 200 201 199 ...
#> ..$ X7 : num [1:200] 199 200 199 200 200 ...
#> ..$ X8 : num [1:200] 199 201 200 200 200 ...
#> ..$ X9 : num [1:200] 202 198 199 200 200 ...
#> ..$ X10 : num [1:200] 201 200 200 201 202 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> $ :'data.frame': 200 obs. of 11 variables:
#> ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ X1 : num [1:200] 100.3 98.1 100.4 100.6 99.7 ...
#> ..$ X2 : num [1:200] 100.8 99.3 100 97.5 99.8 ...
#> ..$ X3 : num [1:200] 101.1 97.9 99.4 102 101.1 ...
#> ..$ X4 : num [1:200] 98.2 98.9 100.9 101.8 100.8 ...
#> ..$ X5 : num [1:200] 100.4 98.3 102 98.5 98.8 ...
#> ..$ X6 : num [1:200] 200 200 202 200 199 ...
#> ..$ X7 : num [1:200] 199 201 201 198 200 ...
#> ..$ X8 : num [1:200] 201 200 200 202 200 ...
#> ..$ X9 : num [1:200] 202 199 201 199 200 ...
#> ..$ X10 : num [1:200] 199 198 200 202 198 ...
#> ..- attr(*, "metadata")='data.frame': 10 obs. of 3 variables:
#> .. ..$ Sample.name: chr [1:10] "X1" "X2" "X3" "X4" ...
#> .. ..$ Condition : Factor w/ 2 levels "A","B": 1 1 1 1 1 2 2 2 2 2
#> .. ..$ Bio.Rep : int [1:10] 1 2 3 4 5 6 7 8 9 10
#> [list output truncated]