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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.

Format

The format is: List of 100 data.frames.

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

...

...

Source

We simulated the data.

References

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 .

Author

M. Chion, Ch. Carapito and F. Bertrand.

Examples


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
#>   .. ..$ 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 99.4 100.3 99.4 100.6 ...
#>   ..$ X2    : num [1:200] 98.6 98.5 100.7 100.5 99.2 ...
#>   ..$ X3    : num [1:200] 99.4 98.2 99.8 100 101.8 ...
#>   ..$ X4    : num [1:200] 102 101 101 102 101 ...
#>   ..$ X5    : num [1:200] 100.7 101.6 99 99.2 98.8 ...
#>   ..$ X6    : num [1:200] 199 201 200 200 202 ...
#>   ..$ X7    : num [1:200] 200 200 199 198 199 ...
#>   ..$ X8    : num [1:200] 201 198 200 201 200 ...
#>   ..$ X9    : num [1:200] 200 200 200 200 199 ...
#>   ..$ X10   : num [1:200] 200 200 201 200 200 ...
#>   ..- 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
#>  $ :'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] 101.4 98.5 100.5 99.9 100.7 ...
#>   ..$ X2    : num [1:200] 100.4 100.3 98.7 100 99.6 ...
#>   ..$ X3    : num [1:200] 99.3 100 99.3 99.2 99.7 ...
#>   ..$ X4    : num [1:200] 98.6 100.3 100.4 100.7 99.4 ...
#>   ..$ X5    : num [1:200] 100.3 99.9 101.9 100.5 101.3 ...
#>   ..$ X6    : num [1:200] 200 199 200 199 200 ...
#>   ..$ X7    : num [1:200] 200 202 199 202 199 ...
#>   ..$ X8    : num [1:200] 199 201 200 200 200 ...
#>   ..$ X9    : num [1:200] 200 200 202 200 201 ...
#>   ..$ X10   : num [1:200] 201 201 201 201 200 ...
#>   ..- 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] 98.7 99.9 101.9 99.4 100.7 ...
#>   ..$ X2    : num [1:200] 102.3 100.3 100.2 97.7 100 ...
#>   ..$ X3    : num [1:200] 99.7 98.8 100.1 100.1 100.7 ...
#>   ..$ X4    : num [1:200] 100 100.3 100.7 100.8 98.9 ...
#>   ..$ X5    : num [1:200] 100.2 100.3 99.7 99.5 100.6 ...
#>   ..$ X6    : num [1:200] 199 200 199 200 201 ...
#>   ..$ X7    : num [1:200] 199 198 200 200 201 ...
#>   ..$ X8    : num [1:200] 200 198 201 200 202 ...
#>   ..$ X9    : num [1:200] 201 200 201 200 199 ...
#>   ..$ X10   : num [1:200] 201 198 200 200 201 ...
#>   ..- 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] 101.7 100.7 99.3 98 100.2 ...
#>   ..$ X2    : num [1:200] 99.2 100.8 99.9 100.3 99.7 ...
#>   ..$ X3    : num [1:200] 100.4 102.2 99.5 100.1 100.4 ...
#>   ..$ X4    : num [1:200] 97.4 101.6 99.5 100.8 99.7 ...
#>   ..$ X5    : num [1:200] 100.3 100.7 101.4 99.8 100.8 ...
#>   ..$ X6    : num [1:200] 200 199 201 198 200 ...
#>   ..$ X7    : num [1:200] 201 201 202 201 199 ...
#>   ..$ X8    : num [1:200] 201 202 200 203 201 ...
#>   ..$ X9    : num [1:200] 200 200 200 200 201 ...
#>   ..$ X10   : num [1:200] 201 200 201 200 201 ...
#>   ..- 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] 100.6 100.8 101.2 100.6 99.6 ...
#>   ..$ X2    : num [1:200] 100.8 99.8 101.4 100.7 98.9 ...
#>   ..$ X3    : num [1:200] 99.9 100.9 99.1 99.8 100.9 ...
#>   ..$ X4    : num [1:200] 98.9 100.3 98.7 98.8 97.9 ...
#>   ..$ X5    : num [1:200] 101.2 100.5 100.7 98.6 100.1 ...
#>   ..$ X6    : num [1:200] 200 200 201 200 200 ...
#>   ..$ X7    : num [1:200] 201 199 202 200 200 ...
#>   ..$ X8    : num [1:200] 200 199 200 201 199 ...
#>   ..$ X9    : num [1:200] 200 201 200 200 203 ...
#>   ..$ X10   : num [1:200] 200 201 200 199 200 ...
#>   ..- 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] 100 99.9 100.1 101.8 100.9 ...
#>   ..$ X2    : num [1:200] 99.9 100.9 98.7 100.6 100.2 ...
#>   ..$ X3    : num [1:200] 97.4 99.9 99.7 98.2 99.9 ...
#>   ..$ X4    : num [1:200] 101 98.5 99.8 100.4 101.5 ...
#>   ..$ X5    : num [1:200] 101.3 99.7 99.2 101.2 99.5 ...
#>   ..$ X6    : num [1:200] 199 199 199 200 200 ...
#>   ..$ X7    : num [1:200] 199 200 202 199 198 ...
#>   ..$ X8    : num [1:200] 199 200 201 199 197 ...
#>   ..$ X9    : num [1:200] 201 200 198 200 199 ...
#>   ..$ X10   : num [1:200] 200 199 200 201 200 ...
#>   ..- 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] 101.5 99.7 99.7 99.9 100.9 ...
#>   ..$ X2    : num [1:200] 100.3 100.8 99.2 99.1 100 ...
#>   ..$ X3    : num [1:200] 100.8 98.8 98.7 100.5 99.6 ...
#>   ..$ X4    : num [1:200] 101.1 100.1 100.7 99.9 100.5 ...
#>   ..$ X5    : num [1:200] 97.4 100.3 100.9 101.6 99.3 ...
#>   ..$ X6    : num [1:200] 199 201 198 199 199 ...
#>   ..$ X7    : num [1:200] 199 201 200 201 200 ...
#>   ..$ X8    : num [1:200] 201 201 199 200 198 ...
#>   ..$ X9    : num [1:200] 202 199 199 201 202 ...
#>   ..$ X10   : num [1:200] 200 203 201 199 199 ...
#>   ..- 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] 98.6 99.8 98.7 98.5 99.7 ...
#>   ..$ X2    : num [1:200] 102 97.7 99.6 99.2 96.4 ...
#>   ..$ X3    : num [1:200] 99.9 101.3 100.1 99.6 99.1 ...
#>   ..$ X4    : num [1:200] 98.9 99 99.1 98.6 99.2 ...
#>   ..$ X5    : num [1:200] 99.3 99.2 100.2 100.4 100.3 ...
#>   ..$ X6    : num [1:200] 202 200 201 201 201 ...
#>   ..$ X7    : num [1:200] 201 200 200 199 199 ...
#>   ..$ X8    : num [1:200] 200 200 200 200 199 ...
#>   ..$ X9    : num [1:200] 201 200 199 200 202 ...
#>   ..$ X10   : num [1:200] 201 201 200 200 201 ...
#>   ..- 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] 99.7 101.3 99.8 100.2 100.2 ...
#>   ..$ X2    : num [1:200] 100.3 98.3 99.2 100.6 100.3 ...
#>   ..$ X3    : num [1:200] 98.5 97.9 101 98.2 98.7 ...
#>   ..$ X4    : num [1:200] 100.2 98.8 100.8 99.6 100.5 ...
#>   ..$ X5    : num [1:200] 99.1 98.7 99.5 100.8 99.4 ...
#>   ..$ X6    : num [1:200] 201 201 199 201 199 ...
#>   ..$ X7    : num [1:200] 201 199 202 200 200 ...
#>   ..$ X8    : num [1:200] 200 199 202 200 199 ...
#>   ..$ X9    : num [1:200] 200 200 202 201 200 ...
#>   ..$ X10   : num [1:200] 199 200 201 200 200 ...
#>   ..- 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
#>  $ :'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 99.6 100.4 101.8 99.3 ...
#>   ..$ X2    : num [1:200] 98.9 99.5 100.7 100.4 100.2 ...
#>   ..$ X3    : num [1:200] 101.9 99.8 98.6 99.4 101.3 ...
#>   ..$ X4    : num [1:200] 100.8 101.9 99.9 101.4 100.2 ...
#>   ..$ X5    : num [1:200] 101.6 99.2 99.6 98.9 101.8 ...
#>   ..$ X6    : num [1:200] 200 200 200 200 200 ...
#>   ..$ X7    : num [1:200] 201 199 200 201 201 ...
#>   ..$ X8    : num [1:200] 200 201 199 200 201 ...
#>   ..$ X9    : num [1:200] 201 200 200 200 201 ...
#>   ..$ X10   : num [1:200] 201 200 202 200 199 ...
#>   ..- 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] 102 100 101 100 101 ...
#>   ..$ X2    : num [1:200] 100.3 100.8 99.7 99.6 101 ...
#>   ..$ X3    : num [1:200] 99.7 99.6 101.4 101.9 101 ...
#>   ..$ X4    : num [1:200] 100 99.6 99.2 98.6 100.1 ...
#>   ..$ X5    : num [1:200] 98.9 100.3 99.8 100.7 98.8 ...
#>   ..$ X6    : num [1:200] 200 199 199 201 200 ...
#>   ..$ X7    : num [1:200] 199 201 201 199 201 ...
#>   ..$ X8    : num [1:200] 199 201 201 201 201 ...
#>   ..$ X9    : num [1:200] 200 200 198 199 200 ...
#>   ..$ X10   : num [1:200] 199 199 201 200 201 ...
#>   ..- 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] 100.6 99.2 99.8 99.9 98.6 ...
#>   ..$ X2    : num [1:200] 99.6 100.5 100.6 99.6 100.5 ...
#>   ..$ X3    : num [1:200] 100.6 100.1 99.5 100.8 99.8 ...
#>   ..$ X4    : num [1:200] 101.2 100.1 100.7 99.1 100.4 ...
#>   ..$ X5    : num [1:200] 101.4 100.2 100.2 99.9 100.1 ...
#>   ..$ X6    : num [1:200] 200 199 200 200 200 ...
#>   ..$ X7    : num [1:200] 199 199 201 200 201 ...
#>   ..$ X8    : num [1:200] 200 200 200 201 199 ...
#>   ..$ X9    : num [1:200] 200 200 201 199 200 ...
#>   ..$ X10   : num [1:200] 201 200 201 200 201 ...
#>   ..- 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] 100.7 101.3 99.1 99.3 98.8 ...
#>   ..$ X2    : num [1:200] 101.8 100.8 99.2 100.5 98.9 ...
#>   ..$ X3    : num [1:200] 99.2 98.1 100.4 100.2 97.9 ...
#>   ..$ X4    : num [1:200] 99.5 99.8 99.8 99.8 99.2 ...
#>   ..$ X5    : num [1:200] 99.9 99.8 98.6 98.7 99.1 ...
#>   ..$ X6    : num [1:200] 199 198 200 199 200 ...
#>   ..$ X7    : num [1:200] 199 200 201 200 199 ...
#>   ..$ X8    : num [1:200] 199 200 200 200 200 ...
#>   ..$ X9    : num [1:200] 200 200 202 199 199 ...
#>   ..$ X10   : num [1:200] 199 198 199 200 201 ...
#>   ..- 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] 98.8 101.2 100.5 98.1 99.2 ...
#>   ..$ X2    : num [1:200] 100.1 99.7 99.7 100 100.6 ...
#>   ..$ X3    : num [1:200] 100.7 98.4 100.3 100.1 99.8 ...
#>   ..$ X4    : num [1:200] 100.3 99.8 99 99 100 ...
#>   ..$ X5    : num [1:200] 99.8 100.8 101.3 100.4 101.6 ...
#>   ..$ X6    : num [1:200] 200 200 200 199 200 ...
#>   ..$ X7    : num [1:200] 201 199 201 199 200 ...
#>   ..$ X8    : num [1:200] 200 198 199 201 199 ...
#>   ..$ X9    : num [1:200] 200 200 200 200 200 ...
#>   ..$ X10   : num [1:200] 201 201 199 200 202 ...
#>   ..- 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] 99.4 100.6 99.9 98.2 99.9 ...
#>   ..$ X2    : num [1:200] 98.6 97.6 101 100 100.6 ...
#>   ..$ X3    : num [1:200] 99.7 98.1 100.9 100.4 99 ...
#>   ..$ X4    : num [1:200] 99.1 99 99.7 99.8 100.2 ...
#>   ..$ X5    : num [1:200] 99 101.2 99.5 99.1 100.9 ...
#>   ..$ X6    : num [1:200] 199 198 201 200 201 ...
#>   ..$ X7    : num [1:200] 200 199 200 201 201 ...
#>   ..$ X8    : num [1:200] 200 199 200 201 202 ...
#>   ..$ X9    : num [1:200] 200 200 202 201 201 ...
#>   ..$ X10   : num [1:200] 199 200 199 200 200 ...
#>   ..- 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] 101.5 98.6 100 101 98.9 ...
#>   ..$ X2    : num [1:200] 99.3 99.5 100.9 99.7 99.2 ...
#>   ..$ X3    : num [1:200] 101.7 100.1 97.5 99.1 99.5 ...
#>   ..$ X4    : num [1:200] 100.5 99.6 99.1 100.3 100.2 ...
#>   ..$ X5    : num [1:200] 99.7 99.2 98.9 100.1 99.4 ...
#>   ..$ X6    : num [1:200] 199 200 201 200 199 ...
#>   ..$ X7    : num [1:200] 201 199 199 201 200 ...
#>   ..$ X8    : num [1:200] 199 199 199 200 201 ...
#>   ..$ X9    : num [1:200] 201 199 202 199 199 ...
#>   ..$ X10   : num [1:200] 199 200 199 199 200 ...
#>   ..- 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] 99.6 97.8 100.8 101.8 100.3 ...
#>   ..$ X2    : num [1:200] 101.3 99.6 98.8 99.7 99.5 ...
#>   ..$ X3    : num [1:200] 100.8 98.1 99.8 101.3 99.5 ...
#>   ..$ X4    : num [1:200] 100.3 99.4 100 99.2 100.5 ...
#>   ..$ X5    : num [1:200] 100.8 100.1 100.3 101.1 99.4 ...
#>   ..$ X6    : num [1:200] 200 199 201 201 200 ...
#>   ..$ X7    : num [1:200] 201 201 200 200 200 ...
#>   ..$ X8    : num [1:200] 201 199 199 200 201 ...
#>   ..$ X9    : num [1:200] 199 200 198 200 199 ...
#>   ..$ 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] 100.2 99.7 100.5 100.1 101.2 ...
#>   ..$ X2    : num [1:200] 99.9 101.2 99.2 100.5 100 ...
#>   ..$ X3    : num [1:200] 101.7 99.8 100.1 99.6 98.9 ...
#>   ..$ X4    : num [1:200] 98.4 98.3 101.3 100.5 100.1 ...
#>   ..$ X5    : num [1:200] 98.4 98.6 100.5 100 99.7 ...
#>   ..$ X6    : num [1:200] 198 200 200 200 200 ...
#>   ..$ X7    : num [1:200] 200 200 199 199 200 ...
#>   ..$ X8    : num [1:200] 200 199 200 200 201 ...
#>   ..$ X9    : num [1:200] 201 199 201 201 198 ...
#>   ..$ X10   : num [1:200] 199 200 200 200 201 ...
#>   ..- 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] 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 ...
#>   ..$ X4    : num [1:200] 101 100 99.5 100 99.6 ...
#>   ..$ X5    : num [1:200] 98.4 100.5 99.5 100.6 98.9 ...
#>   ..$ X6    : num [1:200] 200 199 201 199 199 ...
#>   ..$ X7    : num [1:200] 201 200 201 199 200 ...
#>   ..$ X8    : num [1:200] 200 201 200 200 200 ...
#>   ..$ X9    : num [1:200] 199 200 200 198 199 ...
#>   ..$ X10   : num [1:200] 199 199 199 199 200 ...
#>   ..- 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] 100.4 101 100.6 100.6 98.4 ...
#>   ..$ X2    : num [1:200] 99.4 98.3 99 99.3 99.6 ...
#>   ..$ X3    : num [1:200] 98.5 100.2 99.7 99.6 99.7 ...
#>   ..$ X4    : num [1:200] 100.1 99.5 100.7 99.1 97.7 ...
#>   ..$ X5    : num [1:200] 98.7 98.5 99 99.5 99.5 ...
#>   ..$ X6    : num [1:200] 200 200 201 199 199 ...
#>   ..$ X7    : num [1:200] 198 201 202 200 200 ...
#>   ..$ X8    : num [1:200] 201 199 200 199 201 ...
#>   ..$ 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" ...
#>   .. ..$ 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] 100.2 100.9 99.8 99.6 101.2 ...
#>   ..$ X2    : num [1:200] 99.6 100.6 101.6 99.8 100 ...
#>   ..$ X3    : num [1:200] 101.9 100.1 101.3 99.8 99.2 ...
#>   ..$ X4    : num [1:200] 100.9 100.6 101 99.4 100.3 ...
#>   ..$ X5    : num [1:200] 100.7 100.2 100.8 98.8 100.2 ...
#>   ..$ X6    : num [1:200] 200 201 202 200 199 ...
#>   ..$ X7    : num [1:200] 200 201 199 202 201 ...
#>   ..$ X8    : num [1:200] 201 200 201 198 202 ...
#>   ..$ X9    : num [1:200] 200 200 200 200 201 ...
#>   ..$ X10   : num [1:200] 201 200 200 200 202 ...
#>   ..- 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] 98.3 99.4 98.1 99.1 99 ...
#>   ..$ X2    : num [1:200] 98.7 99.6 98 98.3 100.1 ...
#>   ..$ X3    : num [1:200] 101.8 100.8 98.3 97 98.9 ...
#>   ..$ X4    : num [1:200] 101.3 100.1 101.2 100.1 98.7 ...
#>   ..$ X5    : num [1:200] 99.6 101.3 98.9 99.5 100.9 ...
#>   ..$ X6    : num [1:200] 200 199 200 199 200 ...
#>   ..$ X7    : num [1:200] 202 199 201 201 199 ...
#>   ..$ X8    : num [1:200] 200 201 200 200 200 ...
#>   ..$ X9    : num [1:200] 200 198 201 201 199 ...
#>   ..$ X10   : num [1:200] 201 200 199 200 201 ...
#>   ..- 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] 99 99.1 99.9 98.8 100.4 ...
#>   ..$ X2    : num [1:200] 100.4 100 99.5 99.4 100.9 ...
#>   ..$ X3    : num [1:200] 100 101.4 100.9 99.8 98.3 ...
#>   ..$ X4    : num [1:200] 100.3 98 100.6 100.7 99.7 ...
#>   ..$ X5    : num [1:200] 100 100 100 101 100 ...
#>   ..$ X6    : num [1:200] 201 199 199 201 199 ...
#>   ..$ X7    : num [1:200] 199 200 199 202 200 ...
#>   ..$ X8    : num [1:200] 200 202 201 198 201 ...
#>   ..$ X9    : num [1:200] 199 200 199 198 199 ...
#>   ..$ X10   : num [1:200] 200 201 200 199 198 ...
#>   ..- 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] 98.4 100.4 99.8 99.1 99.5 ...
#>   ..$ X2    : num [1:200] 100.2 100.2 99.9 100.9 100.8 ...
#>   ..$ X3    : num [1:200] 99.6 98.9 99.5 98.6 98.1 ...
#>   ..$ X4    : num [1:200] 100.6 100.3 99.8 99.1 101.3 ...
#>   ..$ X5    : num [1:200] 99.1 101.4 99.2 99 99.7 ...
#>   ..$ X6    : num [1:200] 200 199 200 200 200 ...
#>   ..$ X7    : num [1:200] 199 201 200 199 200 ...
#>   ..$ X8    : num [1:200] 200 201 199 200 201 ...
#>   ..$ X9    : num [1:200] 199 199 201 201 199 ...
#>   ..$ X10   : num [1:200] 201 201 200 201 201 ...
#>   ..- 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
#>  $ :'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] 100.3 100.3 98.8 99.4 100.5 ...
#>   ..$ X2    : num [1:200] 98.1 99.1 98.8 98 100.8 ...
#>   ..$ X3    : num [1:200] 100 101 101 100 101 ...
#>   ..$ X4    : num [1:200] 100.1 99.8 100.6 101.6 101.5 ...
#>   ..$ X5    : num [1:200] 101.7 99.2 99.7 100.3 100.7 ...
#>   ..$ X6    : num [1:200] 200 201 200 200 200 ...
#>   ..$ X7    : num [1:200] 199 199 199 200 200 ...
#>   ..$ X8    : num [1:200] 200 201 199 200 200 ...
#>   ..$ X9    : num [1:200] 200 201 200 201 200 ...
#>   ..$ X10   : num [1:200] 198 201 200 200 198 ...
#>   ..- 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] 99.5 99.7 99.2 100.3 99.7 ...
#>   ..$ X2    : num [1:200] 101.3 100.8 99.6 98.6 101 ...
#>   ..$ X3    : num [1:200] 100 100 99 101 101 ...
#>   ..$ X4    : num [1:200] 100 101.3 100.8 98.9 98.2 ...
#>   ..$ X5    : num [1:200] 99.3 100.3 100.3 99.8 99.6 ...
#>   ..$ X6    : num [1:200] 199 199 200 201 200 ...
#>   ..$ X7    : num [1:200] 200 199 200 200 200 ...
#>   ..$ X8    : num [1:200] 199 200 200 201 200 ...
#>   ..$ X9    : num [1:200] 198 202 200 200 200 ...
#>   ..$ X10   : num [1:200] 202 201 200 201 200 ...
#>   ..- 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] 98.4 102.3 99 99 101.1 ...
#>   ..$ X2    : num [1:200] 99.8 99.4 99.1 101.4 100 ...
#>   ..$ X3    : num [1:200] 100.2 99.8 100.2 100.8 98.5 ...
#>   ..$ X4    : num [1:200] 97.7 101 99.4 99.6 99.2 ...
#>   ..$ X5    : num [1:200] 101 100 101 100 101 ...
#>   ..$ X6    : num [1:200] 201 200 199 199 201 ...
#>   ..$ X7    : num [1:200] 200 199 201 201 201 ...
#>   ..$ X8    : num [1:200] 199 201 202 199 201 ...
#>   ..$ X9    : num [1:200] 197 200 199 199 199 ...
#>   ..$ X10   : num [1:200] 201 200 200 199 199 ...
#>   ..- 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
#>   .. ..$ 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 98.1 99.3 100.7 99.8 ...
#>   ..$ X2    : num [1:200] 99.7 100.6 99.6 99.7 99.6 ...
#>   ..$ X3    : num [1:200] 100.8 100.9 100.2 99.6 101.9 ...
#>   ..$ X4    : num [1:200] 100.5 100 99.8 98.6 99.5 ...
#>   ..$ X5    : num [1:200] 101 100.5 100.5 101.9 99.3 ...
#>   ..$ X6    : num [1:200] 201 198 201 198 201 ...
#>   ..$ X7    : num [1:200] 200 200 198 199 199 ...
#>   ..$ X8    : num [1:200] 199 198 200 199 200 ...
#>   ..$ X9    : num [1:200] 200 201 202 200 201 ...
#>   ..$ 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] 101.1 100.8 99.1 99.7 98.7 ...
#>   ..$ X2    : num [1:200] 100.9 99.7 99.7 100.6 101.2 ...
#>   ..$ X3    : num [1:200] 99.6 98.2 99.9 99.7 100.5 ...
#>   ..$ X4    : num [1:200] 98.9 99.9 102 100.4 101.7 ...
#>   ..$ X5    : num [1:200] 99.1 99.8 99.5 102.2 100 ...
#>   ..$ X6    : num [1:200] 200 201 200 200 201 ...
#>   ..$ X7    : num [1:200] 202 201 199 201 198 ...
#>   ..$ X8    : num [1:200] 200 200 199 200 200 ...
#>   ..$ X9    : num [1:200] 201 200 201 199 199 ...
#>   ..$ X10   : num [1:200] 200 202 199 199 199 ...
#>   ..- 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] 99.5 99 99.4 101.5 99 ...
#>   ..$ X2    : num [1:200] 97.8 100.4 100.7 99.8 100.4 ...
#>   ..$ X3    : num [1:200] 99.8 98.2 101 97.9 99.6 ...
#>   ..$ X4    : num [1:200] 100.3 99.3 100.8 99.7 99.2 ...
#>   ..$ X5    : num [1:200] 99.8 99.7 100.6 101.2 100.6 ...
#>   ..$ X6    : num [1:200] 199 199 201 199 199 ...
#>   ..$ X7    : num [1:200] 200 201 200 202 200 ...
#>   ..$ X8    : num [1:200] 199 199 202 200 202 ...
#>   ..$ X9    : num [1:200] 200 199 198 200 199 ...
#>   ..$ X10   : num [1:200] 200 200 200 199 200 ...
#>   ..- 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] 98.4 98.9 100.5 99.5 98.9 ...
#>   ..$ X2    : num [1:200] 99.9 99.9 100 100.7 101 ...
#>   ..$ X3    : num [1:200] 99.7 99.7 98.4 101.2 100.8 ...
#>   ..$ X4    : num [1:200] 100.9 100.6 100.6 99.1 101.8 ...
#>   ..$ X5    : num [1:200] 99 98.1 101.8 99.5 100.3 ...
#>   ..$ X6    : num [1:200] 200 199 200 198 202 ...
#>   ..$ X7    : num [1:200] 201 199 200 199 198 ...
#>   ..$ X8    : num [1:200] 200 198 201 199 200 ...
#>   ..$ X9    : num [1:200] 200 200 201 201 199 ...
#>   ..$ X10   : num [1:200] 200 199 200 198 199 ...
#>   ..- 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] 98.6 99 99.4 101.3 101.1 ...
#>   ..$ X2    : num [1:200] 101.1 99.5 99.1 100.7 98.8 ...
#>   ..$ X3    : num [1:200] 101 101 100 102 101 ...
#>   ..$ X4    : num [1:200] 100.5 98.9 98.5 100.7 99.4 ...
#>   ..$ X5    : num [1:200] 101.4 101 99.2 99.9 101.2 ...
#>   ..$ X6    : num [1:200] 200 200 199 201 200 ...
#>   ..$ X7    : num [1:200] 201 198 198 201 201 ...
#>   ..$ X8    : num [1:200] 200 200 200 200 200 ...
#>   ..$ X9    : num [1:200] 201 201 202 199 200 ...
#>   ..$ X10   : num [1:200] 199 198 201 198 201 ...
#>   ..- 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] 99.6 101.1 100.4 101.3 101.5 ...
#>   ..$ X2    : num [1:200] 99.4 98.3 102.3 100.7 96.8 ...
#>   ..$ X3    : num [1:200] 101 100 99.5 98.5 100.2 ...
#>   ..$ X4    : num [1:200] 97.8 99.4 100.4 101.4 101.2 ...
#>   ..$ X5    : num [1:200] 100 99.9 100.4 101.2 100.6 ...
#>   ..$ X6    : num [1:200] 199 200 201 200 198 ...
#>   ..$ X7    : num [1:200] 200 199 200 200 200 ...
#>   ..$ X8    : num [1:200] 202 199 199 197 200 ...
#>   ..$ X9    : num [1:200] 199 201 199 201 202 ...
#>   ..$ X10   : num [1:200] 200 199 200 200 199 ...
#>   ..- 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] 99.1 100.3 98.9 99.5 100.1 ...
#>   ..$ X2    : num [1:200] 100.8 99.9 100.5 100.6 98.9 ...
#>   ..$ X3    : num [1:200] 99.7 100.7 99.9 101 99 ...
#>   ..$ X4    : num [1:200] 101 100 101 103 100 ...
#>   ..$ X5    : num [1:200] 99.2 101.6 100.8 100.4 101.4 ...
#>   ..$ X6    : num [1:200] 202 200 199 200 200 ...
#>   ..$ X7    : num [1:200] 200 199 199 200 200 ...
#>   ..$ X8    : num [1:200] 199 199 200 200 201 ...
#>   ..$ X9    : num [1:200] 200 200 200 199 201 ...
#>   ..$ X10   : num [1:200] 200 200 201 200 199 ...
#>   ..- 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] 99.7 99.7 99.6 100 99.1 ...
#>   ..$ X2    : num [1:200] 99.9 99.5 100.8 99.4 98.5 ...
#>   ..$ X3    : num [1:200] 99.5 99.3 101.9 100.3 99.2 ...
#>   ..$ X4    : num [1:200] 98.7 101.5 100.9 99.6 100.3 ...
#>   ..$ X5    : num [1:200] 99 99.1 99.9 99.7 99.2 ...
#>   ..$ X6    : num [1:200] 201 199 200 202 200 ...
#>   ..$ X7    : num [1:200] 201 199 200 200 201 ...
#>   ..$ X8    : num [1:200] 201 201 199 200 201 ...
#>   ..$ X9    : num [1:200] 201 201 201 199 200 ...
#>   ..$ X10   : num [1:200] 202 201 200 200 200 ...
#>   ..- 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] 99.6 100.5 102.2 99.5 100.4 ...
#>   ..$ X2    : num [1:200] 98.9 100.9 99.4 102.8 100.8 ...
#>   ..$ X3    : num [1:200] 98 99.5 101.3 101.6 99.4 ...
#>   ..$ X4    : num [1:200] 100.8 100 100.5 100.9 99.5 ...
#>   ..$ X5    : num [1:200] 100 101.4 99.9 98.4 100.5 ...
#>   ..$ X6    : num [1:200] 200 200 202 199 200 ...
#>   ..$ X7    : num [1:200] 199 200 200 200 201 ...
#>   ..$ X8    : num [1:200] 200 198 202 201 199 ...
#>   ..$ X9    : num [1:200] 201 200 200 200 200 ...
#>   ..$ X10   : num [1:200] 200 200 200 201 201 ...
#>   ..- 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
#>  $ :'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] 98.5 100.2 98.9 101.5 98.7 ...
#>   ..$ X2    : num [1:200] 100.5 100.2 98.6 99.7 102.7 ...
#>   ..$ X3    : num [1:200] 97.8 99.1 99.5 99.2 99.7 ...
#>   ..$ X4    : num [1:200] 99.2 99.5 99.4 99 99.2 ...
#>   ..$ X5    : num [1:200] 99.2 99.9 101.7 101.2 102.5 ...
#>   ..$ X6    : num [1:200] 200 200 199 199 199 ...
#>   ..$ X7    : num [1:200] 199 202 200 200 201 ...
#>   ..$ X8    : num [1:200] 199 201 199 200 199 ...
#>   ..$ X9    : num [1:200] 201 202 199 201 201 ...
#>   ..$ X10   : num [1:200] 199 200 201 201 199 ...
#>   ..- 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] 99.3 100.8 100.6 100.7 101 ...
#>   ..$ X2    : num [1:200] 97.6 99.5 99.7 100.6 100.2 ...
#>   ..$ X3    : num [1:200] 99.1 100.7 101.5 98.3 100.7 ...
#>   ..$ X4    : num [1:200] 99.9 99 99.1 100.2 100.2 ...
#>   ..$ X5    : num [1:200] 99.7 99.9 100.4 100.7 99.7 ...
#>   ..$ X6    : num [1:200] 198 200 199 200 199 ...
#>   ..$ X7    : num [1:200] 199 200 200 199 201 ...
#>   ..$ X8    : num [1:200] 198 199 197 200 201 ...
#>   ..$ X9    : num [1:200] 200 201 200 200 200 ...
#>   ..$ X10   : num [1:200] 201 201 201 199 201 ...
#>   ..- 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] 98.1 100.6 100.1 101.2 100.2 ...
#>   ..$ X2    : num [1:200] 100 100 101 101 100 ...
#>   ..$ X3    : num [1:200] 102.1 99.8 99.7 101.4 100.3 ...
#>   ..$ X4    : num [1:200] 100.2 98.3 99.7 102.1 102 ...
#>   ..$ X5    : num [1:200] 98.4 99.7 99.1 100.6 99.8 ...
#>   ..$ X6    : num [1:200] 201 200 200 201 200 ...
#>   ..$ X7    : num [1:200] 201 201 199 201 202 ...
#>   ..$ X8    : num [1:200] 201 200 198 200 201 ...
#>   ..$ X9    : num [1:200] 201 199 200 200 201 ...
#>   ..$ X10   : num [1:200] 200 200 199 200 200 ...
#>   ..- 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] 99 100.1 99.8 99.4 100.2 ...
#>   ..$ X2    : num [1:200] 100.4 98.9 100.8 98.2 100.4 ...
#>   ..$ X3    : num [1:200] 100.3 99.9 97.7 99.2 100.1 ...
#>   ..$ X4    : num [1:200] 101.3 101.6 99.2 99.3 99.8 ...
#>   ..$ X5    : num [1:200] 101.2 100.2 100 99.4 97.3 ...
#>   ..$ X6    : num [1:200] 202 200 198 201 201 ...
#>   ..$ X7    : num [1:200] 201 201 200 199 201 ...
#>   ..$ X8    : num [1:200] 199 200 199 200 201 ...
#>   ..$ X9    : num [1:200] 198 199 200 201 201 ...
#>   ..$ X10   : num [1:200] 200 200 201 200 198 ...
#>   ..- 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] 99.8 100.7 100.3 99 99.7 ...
#>   ..$ X2    : num [1:200] 101.3 100.7 101.6 100.5 99.5 ...
#>   ..$ X3    : num [1:200] 98.2 99.3 101.3 100.1 100.6 ...
#>   ..$ X4    : num [1:200] 98.9 99.6 98.8 98.9 100.2 ...
#>   ..$ X5    : num [1:200] 99.3 99.7 99.8 98.7 99.5 ...
#>   ..$ X6    : num [1:200] 199 200 199 200 200 ...
#>   ..$ X7    : num [1:200] 200 201 201 199 198 ...
#>   ..$ X8    : num [1:200] 199 200 201 199 201 ...
#>   ..$ X9    : num [1:200] 200 199 199 201 202 ...
#>   ..$ X10   : num [1:200] 202 202 201 198 198 ...
#>   ..- 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] 99.4 101.6 98.9 101 101.2 ...
#>   ..$ X2    : num [1:200] 99.8 99.1 100.4 98.8 100.8 ...
#>   ..$ X3    : num [1:200] 100.1 100.3 100.5 99.6 100.4 ...
#>   ..$ X4    : num [1:200] 98.4 100.8 99.8 99.2 98.2 ...
#>   ..$ X5    : num [1:200] 98.8 100.9 100.6 99.8 101.5 ...
#>   ..$ X6    : num [1:200] 199 199 200 199 201 ...
#>   ..$ X7    : num [1:200] 198 201 200 198 199 ...
#>   ..$ X8    : num [1:200] 198 199 200 202 200 ...
#>   ..$ X9    : num [1:200] 199 198 201 200 200 ...
#>   ..$ X10   : num [1:200] 201 201 201 199 200 ...
#>   ..- 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] 98.4 100.3 99.4 100.2 102.2 ...
#>   ..$ X2    : num [1:200] 100.8 99.7 99.7 100.6 101.6 ...
#>   ..$ X3    : num [1:200] 100.2 100.1 99.5 99.9 100.1 ...
#>   ..$ X4    : num [1:200] 99.7 98.9 101 100.9 100.4 ...
#>   ..$ X5    : num [1:200] 99.4 101.6 99.7 100.3 100 ...
#>   ..$ X6    : num [1:200] 199 200 201 199 200 ...
#>   ..$ X7    : num [1:200] 201 200 199 200 200 ...
#>   ..$ X8    : num [1:200] 201 200 202 201 199 ...
#>   ..$ X9    : num [1:200] 200 201 200 200 201 ...
#>   ..$ X10   : num [1:200] 200 200 202 202 199 ...
#>   ..- 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] 99.6 101.1 101.7 100.2 101.1 ...
#>   ..$ X2    : num [1:200] 98.9 101.7 100.1 99.8 101.1 ...
#>   ..$ X3    : num [1:200] 99.9 100.6 99.6 100.4 100.1 ...
#>   ..$ X4    : num [1:200] 99.8 99.8 98.3 98.8 100.6 ...
#>   ..$ X5    : num [1:200] 97.7 99.8 99.1 99.8 98 ...
#>   ..$ X6    : num [1:200] 199 199 200 201 201 ...
#>   ..$ X7    : num [1:200] 200 200 200 200 200 ...
#>   ..$ X8    : num [1:200] 199 200 201 199 200 ...
#>   ..$ X9    : num [1:200] 200 201 200 200 199 ...
#>   ..$ X10   : num [1:200] 202 200 199 201 200 ...
#>   ..- 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] 98.6 99.6 100.3 99.3 101 ...
#>   ..$ X2    : num [1:200] 101.1 100.3 98.6 99.6 99.1 ...
#>   ..$ X3    : num [1:200] 99.4 98.6 100.3 99.7 100.6 ...
#>   ..$ X4    : num [1:200] 99.3 100 99.3 99.5 99.4 ...
#>   ..$ X5    : num [1:200] 99.4 99.9 98.9 100.6 100.3 ...
#>   ..$ X6    : num [1:200] 201 200 201 199 200 ...
#>   ..$ X7    : num [1:200] 201 201 199 200 200 ...
#>   ..$ X8    : num [1:200] 199 200 200 203 199 ...
#>   ..$ X9    : num [1:200] 201 200 199 201 200 ...
#>   ..$ X10   : num [1:200] 199 201 200 201 200 ...
#>   ..- 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] 100.1 99.5 100.1 100.6 100.3 ...
#>   ..$ X2    : num [1:200] 99.7 100.8 101 101.4 98.4 ...
#>   ..$ X3    : num [1:200] 100.8 98.7 99.6 100.6 101.4 ...
#>   ..$ X4    : num [1:200] 101.5 99.4 101.2 99.8 99.2 ...
#>   ..$ X5    : num [1:200] 100.5 99.5 97.5 101.6 99.7 ...
#>   ..$ X6    : num [1:200] 200 200 201 200 201 ...
#>   ..$ X7    : num [1:200] 199 199 200 200 199 ...
#>   ..$ X8    : num [1:200] 199 202 200 202 200 ...
#>   ..$ X9    : num [1:200] 201 201 200 201 200 ...
#>   ..$ X10   : num [1:200] 201 199 200 199 200 ...
#>   ..- 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] 99.6 99.7 100.5 99.5 99.9 ...
#>   ..$ X2    : num [1:200] 100.2 99.6 100.5 100.3 100.7 ...
#>   ..$ X3    : num [1:200] 100.1 99.4 98.3 99.2 100.2 ...
#>   ..$ X4    : num [1:200] 98.6 101.1 100.9 100.7 100.8 ...
#>   ..$ X5    : num [1:200] 101 100 100 100 100 ...
#>   ..$ X6    : num [1:200] 200 201 199 199 201 ...
#>   ..$ X7    : num [1:200] 201 202 200 199 199 ...
#>   ..$ X8    : num [1:200] 199 199 200 202 201 ...
#>   ..$ X9    : num [1:200] 199 199 200 200 199 ...
#>   ..$ X10   : num [1:200] 200 199 201 201 201 ...
#>   ..- 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] 100.1 102.9 99.9 99.5 99.9 ...
#>   ..$ X2    : num [1:200] 101.5 101.8 99.5 99.2 99 ...
#>   ..$ X3    : num [1:200] 99.8 98.6 99.7 100 99.6 ...
#>   ..$ X4    : num [1:200] 101.8 101.1 99.2 100 98.5 ...
#>   ..$ X5    : num [1:200] 100.5 101.3 101 100.7 97.6 ...
#>   ..$ X6    : num [1:200] 198 200 200 199 200 ...
#>   ..$ X7    : num [1:200] 201 200 201 199 200 ...
#>   ..$ X8    : num [1:200] 198 201 198 200 200 ...
#>   ..$ X9    : num [1:200] 200 199 202 201 200 ...
#>   ..$ X10   : num [1:200] 200 199 198 200 200 ...
#>   ..- 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] 100.7 100.2 99.5 101.7 100.4 ...
#>   ..$ X2    : num [1:200] 100.3 100.4 101.5 101 99.7 ...
#>   ..$ X3    : num [1:200] 100.4 100.1 98.2 101.9 100.5 ...
#>   ..$ X4    : num [1:200] 100.6 102.2 101.4 99.6 98.6 ...
#>   ..$ X5    : num [1:200] 101 100.6 97.5 99.6 100.9 ...
#>   ..$ X6    : num [1:200] 201 200 200 199 201 ...
#>   ..$ X7    : num [1:200] 199 200 200 201 200 ...
#>   ..$ X8    : num [1:200] 199 200 199 199 200 ...
#>   ..$ X9    : num [1:200] 200 199 201 200 199 ...
#>   ..$ X10   : num [1:200] 199 200 201 199 201 ...
#>   ..- 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 98.7 99.4 101.7 101.3 ...
#>   ..$ X2    : num [1:200] 99.3 100.7 98.5 100.9 101.7 ...
#>   ..$ X3    : num [1:200] 98.9 97.9 100.5 101 99.6 ...
#>   ..$ X4    : num [1:200] 98.9 100.4 99 99.9 100.8 ...
#>   ..$ X5    : num [1:200] 100.7 101.2 101.1 98.6 99.6 ...
#>   ..$ X6    : num [1:200] 202 198 199 199 200 ...
#>   ..$ X7    : num [1:200] 199 201 200 199 200 ...
#>   ..$ X8    : num [1:200] 200 200 200 199 200 ...
#>   ..$ X9    : num [1:200] 201 199 201 199 200 ...
#>   ..$ X10   : num [1:200] 201 199 199 200 199 ...
#>   ..- 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
#>   .. ..$ 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] 101.4 100.1 100.5 99.9 98.9 ...
#>   ..$ X2    : num [1:200] 100 99.4 100.3 99.4 98.3 ...
#>   ..$ X3    : num [1:200] 100.1 101.1 99.7 99.9 98.9 ...
#>   ..$ X4    : num [1:200] 100.2 100.9 99.8 100 99.6 ...
#>   ..$ X5    : num [1:200] 98.5 99.5 99.5 98.9 99.9 ...
#>   ..$ X6    : num [1:200] 197 200 199 201 198 ...
#>   ..$ X7    : num [1:200] 199 200 200 198 200 ...
#>   ..$ X8    : num [1:200] 200 200 198 200 201 ...
#>   ..$ X9    : num [1:200] 200 200 200 199 200 ...
#>   ..$ X10   : num [1:200] 200 200 201 201 199 ...
#>   ..- 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] 101.9 99.4 99.8 99.2 99.9 ...
#>   ..$ X2    : num [1:200] 101.9 98.2 99.6 99.7 101 ...
#>   ..$ X3    : num [1:200] 99.5 100.4 101.1 99 100 ...
#>   ..$ X4    : num [1:200] 100.6 99.5 100.5 99.9 98.6 ...
#>   ..$ X5    : num [1:200] 101.2 100 99.1 101.1 100.6 ...
#>   ..$ X6    : num [1:200] 201 197 199 199 199 ...
#>   ..$ X7    : num [1:200] 199 200 201 201 200 ...
#>   ..$ X8    : num [1:200] 200 200 199 199 200 ...
#>   ..$ X9    : num [1:200] 202 199 200 199 201 ...
#>   ..$ X10   : num [1:200] 202 200 200 200 201 ...
#>   ..- 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] 97.9 100.4 100.7 99.4 99.1 ...
#>   ..$ X2    : num [1:200] 100 99 99 99.1 101.7 ...
#>   ..$ X3    : num [1:200] 100.8 99.7 100.4 99 98.5 ...
#>   ..$ X4    : num [1:200] 101 99.9 99.2 99.4 101.5 ...
#>   ..$ X5    : num [1:200] 101 101 98.2 100.3 101.7 ...
#>   ..$ X6    : num [1:200] 200 200 200 199 200 ...
#>   ..$ X7    : num [1:200] 200 199 201 199 202 ...
#>   ..$ X8    : num [1:200] 200 200 200 201 200 ...
#>   ..$ X9    : num [1:200] 200 201 200 202 198 ...
#>   ..$ X10   : num [1:200] 200 200 201 200 200 ...
#>   ..- 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
#>  $ :'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] 99 100 101.8 100.2 99.3 ...
#>   ..$ X2    : num [1:200] 99.5 99.5 98.1 100.5 101.2 ...
#>   ..$ X3    : num [1:200] 98.9 97.6 98.5 100.8 99.8 ...
#>   ..$ X4    : num [1:200] 101.2 100.6 99.8 101.6 99.8 ...
#>   ..$ X5    : num [1:200] 100 102 101 102 101 ...
#>   ..$ X6    : num [1:200] 203 201 200 202 200 ...
#>   ..$ X7    : num [1:200] 199 201 201 200 199 ...
#>   ..$ X8    : num [1:200] 200 199 199 200 203 ...
#>   ..$ X9    : num [1:200] 201 198 200 201 199 ...
#>   ..$ X10   : num [1:200] 201 200 200 202 199 ...
#>   ..- 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] 99.1 100 100.5 99.7 99.9 ...
#>   ..$ X2    : num [1:200] 99.8 98.5 101.2 98.6 100.8 ...
#>   ..$ X3    : num [1:200] 101.3 100.5 101.1 99.8 100.3 ...
#>   ..$ X4    : num [1:200] 100.7 100.4 100.4 100.2 98.9 ...
#>   ..$ X5    : num [1:200] 100.3 99.7 101 100.9 99.2 ...
#>   ..$ X6    : num [1:200] 199 201 199 201 199 ...
#>   ..$ X7    : num [1:200] 200 200 200 201 200 ...
#>   ..$ X8    : num [1:200] 200 200 200 201 200 ...
#>   ..$ X9    : num [1:200] 198 198 201 201 202 ...
#>   ..$ X10   : num [1:200] 201 200 199 199 201 ...
#>   ..- 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] 100.5 99.1 100 99.7 98.3 ...
#>   ..$ X2    : num [1:200] 99.6 99.4 99.8 99.3 101.3 ...
#>   ..$ X3    : num [1:200] 98.8 97.6 98.8 100.1 99.8 ...
#>   ..$ X4    : num [1:200] 100.9 99.2 99.7 98.9 100.4 ...
#>   ..$ X5    : num [1:200] 99.6 99.7 101 102.1 100.1 ...
#>   ..$ X6    : num [1:200] 200 200 201 200 201 ...
#>   ..$ X7    : num [1:200] 200 198 200 200 200 ...
#>   ..$ X8    : num [1:200] 201 200 198 200 200 ...
#>   ..$ X9    : num [1:200] 200 200 198 201 200 ...
#>   ..$ X10   : num [1:200] 200 200 201 202 199 ...
#>   ..- 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] 100.7 100.6 98.4 99 101.1 ...
#>   ..$ X2    : num [1:200] 100.2 100.9 100.4 99.6 98.6 ...
#>   ..$ X3    : num [1:200] 99.4 99.3 101.4 99.2 100.3 ...
#>   ..$ X4    : num [1:200] 99.6 101.3 100 99.6 100.5 ...
#>   ..$ X5    : num [1:200] 100 101 101 100 101 ...
#>   ..$ X6    : num [1:200] 199 200 200 200 199 ...
#>   ..$ X7    : num [1:200] 199 201 199 200 199 ...
#>   ..$ X8    : num [1:200] 200 200 202 198 199 ...
#>   ..$ X9    : num [1:200] 201 200 200 200 201 ...
#>   ..$ X10   : num [1:200] 200 200 200 200 201 ...
#>   ..- 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] 99.4 99.7 99.9 99.6 100.8 ...
#>   ..$ X2    : num [1:200] 100.9 99.3 101 98.7 100.9 ...
#>   ..$ X3    : num [1:200] 100.4 98.5 99.7 98.5 98.5 ...
#>   ..$ X4    : num [1:200] 99.6 100.2 101 99.3 99.9 ...
#>   ..$ X5    : num [1:200] 100.8 101.1 99.6 99.3 98.8 ...
#>   ..$ X6    : num [1:200] 201 199 200 200 202 ...
#>   ..$ X7    : num [1:200] 200 200 201 200 201 ...
#>   ..$ X8    : num [1:200] 199 199 200 201 200 ...
#>   ..$ X9    : num [1:200] 200 200 201 201 200 ...
#>   ..$ 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
#>   .. ..$ 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] 101.1 99.2 100.5 100.1 100.1 ...
#>   ..$ X2    : num [1:200] 99.6 99.2 99.6 101.3 100.6 ...
#>   ..$ X3    : num [1:200] 97.5 99 99 99 100.4 ...
#>   ..$ X4    : num [1:200] 98.8 98.5 100 102.3 99.4 ...
#>   ..$ X5    : num [1:200] 99 101 102 100 100 ...
#>   ..$ X6    : num [1:200] 203 201 200 201 199 ...
#>   ..$ X7    : num [1:200] 201 198 200 201 200 ...
#>   ..$ X8    : num [1:200] 201 200 202 200 200 ...
#>   ..$ X9    : num [1:200] 201 200 200 200 200 ...
#>   ..$ 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 ...
#>   ..$ X2    : num [1:200] 101.7 100.2 99.2 101.6 98.8 ...
#>   ..$ X3    : num [1:200] 100.5 99.8 100.4 98.3 98.5 ...
#>   ..$ X4    : num [1:200] 100.2 99.4 99.6 101.2 99.3 ...
#>   ..$ X5    : num [1:200] 99.3 99.3 99.6 101.5 99.5 ...
#>   ..$ 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
#>  $ :'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] 101.5 100.8 99.6 100.5 99.6 ...
#>   ..$ X2    : num [1:200] 99.6 101.3 100.4 100.6 98.5 ...
#>   ..$ 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 ...
#>   ..$ X6    : num [1:200] 200 200 199 199 201 ...
#>   ..$ X7    : num [1:200] 200 202 200 200 198 ...
#>   ..$ X8    : num [1:200] 200 202 200 200 202 ...
#>   ..$ 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
#>  $ :'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] 99.9 100.2 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 ...
#>   ..$ X6    : num [1:200] 200 200 201 199 200 ...
#>   ..$ 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 ...
#>   ..$ X3    : num [1:200] 100.6 98.1 99.1 100.2 99.6 ...
#>   ..$ X4    : num [1:200] 98.7 100.1 100.8 99.9 99.5 ...
#>   ..$ X5    : num [1:200] 98.9 98.1 100.1 101.6 98.7 ...
#>   ..$ X6    : num [1:200] 201 200 200 198 201 ...
#>   ..$ X7    : num [1:200] 199 199 201 201 201 ...
#>   ..$ X8    : num [1:200] 199 200 201 199 201 ...
#>   ..$ X9    : num [1:200] 200 198 200 201 200 ...
#>   ..$ 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
#>  $ :'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 99.4 99.4 101.3 101.2 ...
#>   ..$ X2    : num [1:200] 100.8 99.1 99.8 100.1 101.2 ...
#>   ..$ X3    : num [1:200] 100.8 100 98.5 100 100 ...
#>   ..$ X4    : num [1:200] 98.5 100.4 101.1 99.4 101.3 ...
#>   ..$ X5    : num [1:200] 100.5 99.8 99.6 100.5 98.2 ...
#>   ..$ X6    : num [1:200] 200 199 201 199 200 ...
#>   ..$ X7    : num [1:200] 201 201 199 200 201 ...
#>   ..$ X8    : num [1:200] 200 201 199 201 201 ...
#>   ..$ X9    : num [1:200] 203 199 200 199 201 ...
#>   ..$ X10   : num [1:200] 200 202 200 200 199 ...
#>   ..- 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] 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 ...
#>   ..$ X4    : num [1:200] 101.5 102.1 98.9 99.5 101.2 ...
#>   ..$ X5    : num [1:200] 101 100 102 100 100 ...
#>   ..$ X6    : num [1:200] 199 199 202 200 199 ...
#>   ..$ X7    : num [1:200] 201 201 199 200 200 ...
#>   ..$ X8    : num [1:200] 202 201 200 200 200 ...
#>   ..$ X9    : num [1:200] 201 200 201 199 201 ...
#>   ..$ 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 ...
#>   ..$ X3    : num [1:200] 101 99.7 100.5 100.9 100.6 ...
#>   ..$ X4    : num [1:200] 100.2 101.6 100 100.3 99.7 ...
#>   ..$ X5    : num [1:200] 98.7 100.8 100.8 101.2 99.8 ...
#>   ..$ X6    : num [1:200] 202 197 199 200 199 ...
#>   ..$ 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 ...
#>   ..$ X2    : num [1:200] 99.8 100.4 101.4 98.8 100.4 ...
#>   ..$ 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 ...
#>   ..$ X2    : num [1:200] 100.6 100.3 99.3 99.4 98.6 ...
#>   ..$ X3    : num [1:200] 98.9 99.8 98.9 100.1 98.6 ...
#>   ..$ X4    : num [1:200] 100.2 100.2 101 99.9 100.6 ...
#>   ..$ X5    : num [1:200] 98.2 99.6 99.6 99.7 100 ...
#>   ..$ X6    : num [1:200] 201 199 200 200 200 ...
#>   ..$ X7    : num [1:200] 200 201 200 200 200 ...
#>   ..$ 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
#>  $ :'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 99.4 100.5 100.1 100.1 ...
#>   ..$ 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 ...
#>   ..$ X6    : num [1:200] 199 201 200 200 200 ...
#>   ..$ X7    : num [1:200] 200 199 201 202 201 ...
#>   ..$ 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 ...
#>   ..$ X6    : num [1:200] 201 201 199 201 200 ...
#>   ..$ X7    : num [1:200] 199 201 201 200 200 ...
#>   ..$ 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 ...
#>   ..$ X2    : num [1:200] 101.1 99.6 99.4 100.7 100.7 ...
#>   ..$ X3    : num [1:200] 101.1 100.2 100.7 98.3 99.3 ...
#>   ..$ X4    : num [1:200] 100.9 100.7 100.3 100 99.5 ...
#>   ..$ X5    : num [1:200] 101.9 99.1 97.1 100.4 99 ...
#>   ..$ X6    : num [1:200] 200 201 200 201 201 ...
#>   ..$ X7    : num [1:200] 200 201 200 198 201 ...
#>   ..$ X8    : num [1:200] 201 199 200 199 200 ...
#>   ..$ 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:
#>   ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#>   ..$ X1    : num [1:200] 100.6 98.6 101.3 99.6 101.2 ...
#>   ..$ X2    : num [1:200] 99.8 98.6 98.5 100.2 100.1 ...
#>   ..$ X3    : num [1:200] 99.4 100.8 100.7 101.4 98.9 ...
#>   ..$ X4    : num [1:200] 100.8 99.4 100.7 98.6 99.7 ...
#>   ..$ X5    : num [1:200] 100.4 101.1 99.5 100.8 100.2 ...
#>   ..$ X6    : num [1:200] 201 199 201 198 200 ...
#>   ..$ X7    : num [1:200] 201 199 200 200 198 ...
#>   ..$ X8    : num [1:200] 199 199 199 199 201 ...
#>   ..$ 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
#>  $ :'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] 100.2 100.4 99.8 100.4 99.6 ...
#>   ..$ X2    : num [1:200] 98 100.1 99.5 99.6 99.7 ...
#>   ..$ X3    : num [1:200] 100.9 100.1 99.7 100.2 98.8 ...
#>   ..$ X4    : num [1:200] 97.5 100.3 100.6 99.7 100.5 ...
#>   ..$ X5    : num [1:200] 101 101 101 100 102 ...
#>   ..$ X6    : num [1:200] 202 199 199 200 201 ...
#>   ..$ X7    : num [1:200] 201 203 200 199 199 ...
#>   ..$ X8    : num [1:200] 199 199 199 201 199 ...
#>   ..$ 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:
#>   ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#>   ..$ X1    : num [1:200] 101 100.2 99.5 99.9 101.3 ...
#>   ..$ X2    : num [1:200] 100.2 100.5 99.4 100.2 100.6 ...
#>   ..$ X3    : num [1:200] 99.8 100.1 99.4 100.4 100.1 ...
#>   ..$ 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 ...
#>   ..$ X6    : num [1:200] 200 201 198 200 200 ...
#>   ..$ X7    : num [1:200] 199 200 201 199 201 ...
#>   ..$ X8    : num [1:200] 200 199 201 200 200 ...
#>   ..$ X9    : num [1:200] 201 201 200 201 199 ...
#>   ..$ 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:
#>   ..$ id.obs: int [1:200] 1 2 3 4 5 6 7 8 9 10 ...
#>   ..$ X1    : num [1:200] 101 99.8 98.7 99.8 99.2 ...
#>   ..$ X2    : num [1:200] 100.4 100.3 99.8 100.3 99.5 ...
#>   ..$ X3    : num [1:200] 98.9 100.4 98.6 99.5 100.2 ...
#>   ..$ X4    : num [1:200] 100.4 100.7 100 99.8 100.2 ...
#>   ..$ X5    : num [1:200] 100.2 99.9 99.7 99.3 100.6 ...
#>   ..$ X6    : num [1:200] 200 200 201 200 198 ...
#>   ..$ 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 ...
#>   ..$ X2    : num [1:200] 99.4 99.5 98.8 100.5 100.4 ...
#>   ..$ X3    : num [1:200] 98.9 99.7 99.7 99.2 101 ...
#>   ..$ 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]