Plot correlation, histogram, and scatterplot of samples of a specific group for a selection of normalization methods

Usage

plot_pairs_panels(se, ain = NULL, condition = NULL, label_by = NULL)

Arguments

se: SummarizedExperiment containing all necessary information of the proteomics data set
ain: Vector of strings which assay should be used as input (default NULL). If NULL then all normalization of the se object are plotted next to each other.
condition: Column name of condition (if NULL, condition saved in SummarizedExperiment will be taken)
label_by: String specifying the column in the metadata used to label the samples for the UpSet plot

Value

list of ggplot objects

Examples

data(tuberculosis_TMT_se)
plot_pairs_panels(tuberculosis_TMT_se, ain = c("log2", "IRS_on_RobNorm"),
                  condition = NULL, label_by = NULL)
#> Label of SummarizedExperiment used!
#> Condition of SummarizedExperiment used!
#> Registered S3 method overwritten by 'GGally':
#>   method from   
#>   +.gg   ggplot2
#> $log2
#> $log2$ref
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 59 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 59 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 129 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $log2$HC
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 292 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 292 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 292 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 292 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 292 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 292 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 296 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 296 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 293 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 293 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 293 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 293 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 292 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 121 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 121 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 122 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 122 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 252 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 252 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 179 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 179 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 165 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 165 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 292 rows containing missing values
#> Warning: Removed 122 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 66 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 66 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 249 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 249 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 158 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 158 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 136 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 136 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 296 rows containing missing values
#> Warning: Removed 252 rows containing missing values
#> Warning: Removed 249 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 245 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 245 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 246 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 246 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 245 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 245 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 293 rows containing missing values
#> Warning: Removed 179 rows containing missing values
#> Warning: Removed 158 rows containing missing values
#> Warning: Removed 246 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 128 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 293 rows containing missing values
#> Warning: Removed 165 rows containing missing values
#> Warning: Removed 136 rows containing missing values
#> Warning: Removed 245 rows containing missing values
#> Warning: Removed 128 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 93 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 93 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $log2$PTB
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 57 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 57 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 58 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 58 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 58 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 58 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 127 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 127 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 58 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 55 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 55 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 56 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 56 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 127 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 127 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 58 rows containing missing values
#> Warning: Removed 56 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 55 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 55 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 128 rows containing missing values
#> Warning: Removed 128 rows containing missing values
#> Warning: Removed 129 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 87 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 127 rows containing missing values
#> Warning: Removed 127 rows containing missing values
#> Warning: Removed 128 rows containing missing values
#> Warning: Removed 87 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 86 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 86 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 87 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 128 rows containing missing values
#> Warning: Removed 128 rows containing missing values
#> Warning: Removed 129 rows containing missing values
#> Warning: Removed 88 rows containing missing values
#> Warning: Removed 87 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $log2$TBL
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 56 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 56 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 56 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 56 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 56 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 56 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 56 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 55 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 55 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 55 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 55 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 56 rows containing missing values
#> Warning: Removed 55 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 54 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 54 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $log2$Rx
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 86 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 86 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 88 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 88 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 89 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 89 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 88 rows containing missing values
#> Warning: Removed 89 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 88 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> 
#> $IRS_on_RobNorm
#> $IRS_on_RobNorm$ref
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 59 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 59 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 129 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $IRS_on_RobNorm$HC
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 292 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 292 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 292 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 292 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 292 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 292 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 296 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 296 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 293 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 293 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 293 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 293 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 292 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 123 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 123 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 124 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 124 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 252 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 252 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 179 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 179 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 166 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 166 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 292 rows containing missing values
#> Warning: Removed 124 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 68 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 68 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 249 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 249 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 158 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 158 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 137 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 137 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 296 rows containing missing values
#> Warning: Removed 252 rows containing missing values
#> Warning: Removed 249 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 245 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 245 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 246 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 246 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 245 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 245 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 293 rows containing missing values
#> Warning: Removed 179 rows containing missing values
#> Warning: Removed 158 rows containing missing values
#> Warning: Removed 246 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 128 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 128 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 128 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 293 rows containing missing values
#> Warning: Removed 166 rows containing missing values
#> Warning: Removed 137 rows containing missing values
#> Warning: Removed 245 rows containing missing values
#> Warning: Removed 128 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 94 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 94 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $IRS_on_RobNorm$PTB
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 59 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 59 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 60 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 60 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 130 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 130 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 60 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 60 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 61 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 61 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 130 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 130 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 129 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 129 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 60 rows containing missing values
#> Warning: Removed 61 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 60 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 131 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 131 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 130 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 130 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 130 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 130 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 130 rows containing missing values
#> Warning: Removed 130 rows containing missing values
#> Warning: Removed 131 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 88 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 129 rows containing missing values
#> Warning: Removed 129 rows containing missing values
#> Warning: Removed 130 rows containing missing values
#> Warning: Removed 88 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 87 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 129 rows containing missing values
#> Warning: Removed 129 rows containing missing values
#> Warning: Removed 130 rows containing missing values
#> Warning: Removed 88 rows containing missing values
#> Warning: Removed 87 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $IRS_on_RobNorm$TBL
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 60 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 60 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 60 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 60 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 60 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 60 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 60 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 60 rows containing missing values
#> Warning: Removed 60 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 59 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 59 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#> $IRS_on_RobNorm$Rx
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 87 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 87 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 88 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 88 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 88 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_density()`).
#> `geom_smooth()` using formula = 'y ~ x'
#> Warning: Removed 89 rows containing non-finite outside the scale range
#> (`stat_smooth()`).
#> Warning: Removed 89 rows containing missing values or values outside the scale range
#> (`geom_point()`).
#> Warning: Removed 88 rows containing missing values
#> Warning: Removed 89 rows containing missing values
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 88 rows containing non-finite outside the scale range (`stat_bin()`).
#> Warning: Removed 88 rows containing non-finite outside the scale range
#> (`stat_density()`).

#> 
#>