In Discriminant Analysis, given a finite number of categories (considered to be populations), we want to determine which category a specific data vector belongs to.
Topics
- Linear Discriminant Analysis (LDA)
- Classification
- Quadratic Discriminant Analysis (QDA)
- Real Statistics Capabilities
References
Penn State (2017) Discriminant analysis. STAT 505 Applied Multivariate Statistical Analysis
https://online.stat.psu.edu/stat505/lesson/10
Johnson, R. A., Wichern, D. W. (2007) Applied multivariate statistical analysis. 6th Ed. Pearson
https://www.webpages.uidaho.edu/~stevel/519/Applied%20Multivariate%20Statistical%20Analysis%20by%20Johnson%20and%20Wichern.pdf
Rencher, A.C., Christensen, W. F. (2012) Methods of multivariate analysis (3nd Ed). Wiley
http://ndl.ethernet.edu.et/bitstream/123456789/27185/1/Alvin%20C.%20Rencher_2012.pdf