Topic 3 - Regression, Regression, Regression (and Likelihoods)
Lectures
Lecture 11: ANOVA and linear regression
Lecture/Lab 12: Matrix solutions for regression
Lecture 13: Generalized linear models (GLM)
Lecture 14: Likelihoods and maximum likelihood estimation
Lecture 15: Time series and dependent data
Lecture 15b: Spatial correlations
Lecture/Lab 16: Mixed effects models
Labs
Lab 8: ANOVA and Regression
Lab 9: MLE for mixed distribution
Lab 10: MLE for logistic regression
Lab 11: GLM and model selection
Lecture 13: Generalized Linear Models
BIOL709 / Winter 2018
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Motivation
Binomial GLM
Sole data
Visualization
Modeling
Poisson GLM
