Find intraclass correlation (ICC) between factor and continuous covariates

Source: R/visualization-functions.R

Fit a one-way ANOVA fixed effects model.

association_statistics_for_both(
  variables = names(clean_metadata),
  clean_metadata,
  p_value_cutoff = 0.05,
  na_action = "remove"
)

Arguments

variables

Variables to for ICC computation.Defaults to the column names of "md".

clean_metadata

A data frame with sample identifiers as rownames and variables as factors or numeric as determined by "sageseqr::clean_covariates()".

p_value_cutoff

Set the p-value threshold.

na_action

Defaults to removing rows with missing values.