/robust_stats

Primary LanguageRGNU General Public License v3.0GPL-3.0

robust_stats

Some functions used for robust statistics

univariate_outlier_detection.py = detects outliers using a median absolute deviation criterion and winzorises data

permute_reg_coeff_p.R = obtains a permuted p-value for a partial regression coefficient (using either linear regression or robust regression)

permute_reg_coeff_p_parallel.R = parallelised version of permute_reg_coeff.p