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Multivariate Analysis - Introduction/Theory (Part 0)
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Classroom Contents
Multivariate Statistical Analysis
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- 1 Multivariate Analysis - Introduction/Theory (Part 0)
- 2 Multivariate Analysis - Introduction/Problem Solving (Part 1)
- 3 Multivariate Analysis - Introduction/Excel (Part 2)
- 4 Multivariate Analysis - Introduction/R (Part 3)
- 5 Multivariate Analysis - Sample Geometry and Random Sampling (Part 4)
- 6 Multivariate Normal Distribution - Theorems with proofs (Part 5)
- 7 Multivariate Normal Distribution - Maximum Likelihood Estimation (Part 6)
- 8 Multivariate Normal Distribution - Problem Solving (Part 7)
- 9 Multivariate Normal Distribution - Excel (Part 8)
- 10 Inferences About a Mean Vector - Excel (Part 9)
- 11 Comparisons of Several Multivariate Means - Excel (Part 10)
- 12 Introduction to Linear Regression - Simple, Multiple, Multivariate (Part 11)
- 13 Ordinary Least Squares and Gauss-Markov Theorem with Proof (Part 12)
- 14 Fitting Linear Regression Models - Excel (Part 13)
- 15 Principal Components Analysis - PCA Introduction (Part 14)
- 16 Factor Analysis - A short introduction in Excel (Part 16)
- 17 Clustering - Part 17
