plot_component {IMIX}

Plot the AIC or BIC Values for Model Selection

Description

Plot the result output of model selection for components based on AIC and BIC values in IMIX

Usage

plot_component(res_select, type = c("AIC", "BIC"))

Arguments

res_select

Result output from function model_selection_component()

type

Which information criteria to use for plot

Value

Plot for the model selection of components

References

Ziqiao Wang and Peng Wei. 2020. “IMIX: a multivariate mixture model approach to association analysis through multi-omics data integration.” Bioinformatics. <doi:10.1093/bioinformatics/btaa1001>.

Examples

# First load the data
data("data_p")

# Perform model selections on the data
select_comp1 <- model_selection_component(data_p, data_type = "p", seed = 20)

# Make a plot for BIC values
plot_component(select_comp1, type = "BIC")