eruption.Rd
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)
mod | OPLS model generated with |
---|---|
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 |
invert_es | logical, swap reference distribution for calculation of effect size estimate Cliff's delta |
dataframe of effect size estimate (Cd), model loadings of OPLS predictive component (p_pred), p value (adjusted, if specified)
NA
Torben Kimhofer torben.kimhofer@murdoch.edu.au