This function allows removal from the dataframe with the meta-analysis results those features for which the Standardized Mean Difference couldn't be computed in at least a user-specified number of cohorts (na_filter).

filter_sort(df_to_sort, na_filter)

Arguments

df_to_sort

The dataframe containing the meta-analysis results (final_df in this vignette).

na_filter

Maximum number of cohorts for which the SDM difference couldn't be computed to allow for a feature to be included.

Value

The dataframe with the meta-analysis results, filtered for prevalent features and ordered by adj.p-value and effect size.

Details

Additionally, this function orders in increasing order the features according to the corrected p-values and in decreasing order for the Overall effect size