Plot multivariate comparison between groups

Graphical representation of inference in a multivariate difference analysis context. The plotted empirical distribution represents, for each one-to-one group comparison, the probability of the number of elements for which the mean of a peptide is larger in a given group. This provides visual evidence on whether two groups are differential or not, with adequate uncertainty quantification.

Usage

plot_multi_diff(multi_diff, plot_mean = TRUE, cumulative = FALSE)

Arguments

multi_diff

A tibble, typically coming from the multi_identify_diff function, containing probability distribution (or the cumulative distribution) of the number of larger Peptides in each one-to-one group comparisons.

plot_mean

A boolean, indicating whether the graph for difference of means between all groups for each Peptide should be displayed.

cumulative

A boolean, indicating whether the cumulative distribution or the original probability distribution should be displayed.

Value

A graph (or a matrix of graphs) displaying the multivariate differential inference summary between groups

Examples

TRUE
#> [1] TRUE