Stats Module

This module contains functions for statistical analysis.

`to_heatmap_custom`(df, means)
`to_image_custom`(df_original, ...[, df_p_values])
`friedman_shaffer_scmamp`(df)	This function performs the Friedman test and the Shaffer post hoc test using the scmamp package.
`determine_color`(val, row_name, col_name, means)
`format_text`(val)
`friedman_dunn_test`(dataframe)
`friedman_nemenyi_test`(dataframe[, ...])

stats.friedman_shaffer_scmamp(df)[source]

This function performs the Friedman test and the Shaffer post hoc test using the scmamp package.

Parameters:: df (pandas.DataFrame) – a pandas DataFrame with the results of the experiments
Returns:: a dictionary with the results of the Friedman test and the Shaffer post hoc test
Return type:: dict