drcme.spca.orig_mean_and_std_for_zscore

drcme.spca.orig_mean_and_std_for_zscore(spca_results, orig_data, spca_params, pev_threshold=0.01)[source]

Recover mean and standard deviation of z-scored sPCs

Parameters

  • spca_results (dict) – Output of spca_on_all_data()

  • orig_data (dict) – Dictionary of data sets

  • spca_params (dict) – Dictionary of sPCA parameters

  • pev_threshold (float, optional) – Minimum adjusted explained variance level (default 0.01) to retain sPCs

Returns

  • mean (array) – Mean values of sPCs

  • std (array) – Standard deviations of sPCs