Visualize relationship between variables

Output a correlation matrix to visualize the relationship between continuous and factor variables. For factor variables, the Cramer's V estimate and the P-value is computed from the Pearson chi-square score between two variables.

get_association_statistics(clean_metadata, p_value_cutoff = 0.05)

Arguments

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.