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two-stage-GLM

Demo code and sample data for the two-stage generalized linear model in manuscript "Endogenous activity modulates stimulus and circuit-specific neural tuning and predicts perceptual behavior" by Yuanning Li et al. https://www.biorxiv.org/content/10.1101/687152v1

Written in MATLAB and R (tested on MacOS 10.14.6, MATLAB R2018b, R 3.5.2). Required R package: grpreg

To run the code: matlab main_cv.m

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