Bayes-window examples
Intro
Motivation
Intuition for maximal likelihood or posterior inference
Radon example from Gelman and Hill (2006)
Multilevel modeling of LFP
Bayesian Methods for Multilevel Modeling of Neurons
LFP example
LFP example
LFP example with stim strength
Compare to ANOVA and LMM: ROC curve
LFP example: regression vs estimation of difference
Neurons example
Neurons example, pt. 1
Neurons example, no slopes
Neurons example with stim types
Linear mixed effects
Advanced topics
Neurons example, pt. 2: large datasets
Compare to alternative models
Neurons example via low-level, flexible interface
Neurons example with nominal stim strengths
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LFP example
LFP example
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