Add Epoch Quality Example (How-To Guide for Identifying Artifactual Epochs)
Merged Apr 2026
Added a Sphinx-gallery how-to example demonstrating per-epoch outlier scoring using peak-to-peak amplitude, variance, and kurtosis — inspired by FASTER (Nolan et al., 2010) and Delorme et al. (2007)
Used the EEGBCI dataset with two thresholds (0.6 and 0.3) to demonstrate the quality-quantity trade-off, with epoch plots at each threshold to make artifacts visually prominent
Structured as a diataxis-aligned how-to guide per maintainer feedback, assuming prior MNE knowledge and leading with the task goal
Added footcite references to doc/references.bib following MNE documentation standards
Incorporated multi-round feedback from three reviewers (larsoner, tsbinns, CarinaFo), iterating on dataset choice, threshold selection, channel visibility, and example structure