Visualise variable importances in OPLS context, p value is generated with Kruskal Walis rank sum test, effect size measure is Cliff's delta.

eruption(mod, pc = 1, p_adj = "BH", invert_es = FALSE)

Arguments

mod

OPLS model generated with metabom8.

pc

num or char, indicating OPLS component to visualise (1 for predictive component, prefix 'o' for orthogonal components, e.g., pc='o1' for first orthogonal component)

p_adj

str, p value adjustment method, see ?p.adjust

invert_es

logical, swap reference distribution for calculation of effect size estimate Cliff's delta

Value

dataframe of effect size estimate (Cd), model loadings of OPLS predictive component (p_pred), p value (adjusted, if specified)

NA

See also

Author

Torben Kimhofer torben.kimhofer@murdoch.edu.au