Multivariate and univariate classification and regression tree analysis: CART, MRT. Best learning at 1.5x speed, and at 2x for review before the quiz or exam (http://doi.org/10.1002/acp.3899). Expand description for time stamps.
00:00 Overview of methods
02:22 Unimodal associations
06:21 Interactions, predictions
10:35 The CART algorithm
13:08 Class variables as predictors
15:36 Multivariate response (MRT)
18:26 Standardizing response variables
Other videos in Playlist 14: https://www.youtube.com/playlist?list=PLse6YPNeyGM4NryeWLzK6NarVlvstQblW
All other playlists (1-15): http://youtube.com/user/hamannlab/playlists
Lecture notes: http://tinyurl.com/mv690/notes/cart1
Lab download: http://tinyurl.com/mv690/lab/8
Data for lab: http://tinyurl.com/mv690/lab/8/data
Shortcut to this video: http://tinyurl.com/mv690/v/cart1
Public course website, labs, data: http://tinyurl.com/mv690
University of Alberta, Department of Renewable Resources
