Flexible Multi-Step Hypothesis Testing of Human ECoG Data using Cluster-based Permutation Tests with GLMEs.

Seth D König Sandra E Safo Kai J MillerAlexander B HermanDavid P Darrow

Published in: bioRxiv : the preprint server for biology (2023)

● Combining CBPT with GLMEs allows statistical analysis to match experimental design.● CBPT with GLMEs accounts for subject variability and hierarchical random effects.● The proposed method maintains control of type I error, type II error, and FWER.● CBPT with GLMEs can be applied to individual channels and pseudo-population data.

Keyphrases

electronic health record
endothelial cells
big data
artificial intelligence
pluripotent stem cells
data analysis