A nonparametric test of group distributional differences for hierarchically clustered functional data
Long, A. S., Reich, B. J., Staicu, A.-M., & Meitzen, J. (2023, March 13). BIOMETRICS.
author keywords: bivariate functional data; functional data analysis; hierarchically clustered data; multivariate testing
TL;DR:
This paper proposes a method to test for differences in the electrophysiological properties across estrous cycle phase without first defining a metric of interest by modeling membrane potential data in the frequency domain as realizations of a bivariate process by adopting existing methods for longitudinal functional data.
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