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Module 8
8
Multivariate Linear Models
Regression and ANOVA
Linear regression, generalized linear models, and analysis of variance.
Lessons
8.1
Random Vectors and Covariance Structure
8.2
Multivariate Normal Distribution
8.3
Linear Models: Geometry and OLS
8.4
Gauss-Markov Theorem
8.5
Inference in Linear Models
8.6
Generalized Linear Models
8.7
Principal Component Analysis
Module PDF
Download for offline study
Interactive Labs
Statistical simulations
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