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