Principal Components Analysis
Slides
High-Dimensional Data Analysis and Machine Learning
Introduction
Principal Components Analysis
Lecture notes
Worksheet
Slides
Case Study in
python
: World Bank Development Indicators
Case Study in
R
: Old French administrative regions
Linear Discriminant Analysis
Lecture notes
Classification and Regression Trees
Lecture notes
Bootstrap
Lecture notes
Worksheet
Bagging
Lecture notes
Worksheet
Random forests
Lecture notes
Worksheet
Projects
Principal Components Analysis
Slides
Slides
Author
Affiliation
Camille Mondon
Toulouse School of Economics
View slides in full screen
View slides in full screen
Worksheet
Case Study in
python
: World Bank Development Indicators
