312 Statistics Handouts
Harlow Chapter 01
Harlow Chapter 02
Rencher Chapter 01
Rencher Chapter 02
Rencher Chapter 08
ALR Chapter 01
ALR Chapter 02
ALR Chapter 03
Covariance Algebra
Matrix Algebra
Regression Algebra
GH Chapter 3: Linear Regression, the Basics [[Data for Chapter 3]]
GH Chapter 4: Linear Regression: Before and After Fitting the Model [[Data for Chapter 4]]
AF Chapter 5: Multiple Regression [[AF Data]]
Algebra of Factor Analysis
Steiger (1994)
Fox (2006)
AF Chapter
15: Factor Analysis
Exploratory Factor Analysis with R
Path Diagrams
Confirmatory Factor Analysis with R [[Athletics Data]]
Joreskog (1978)
Statistical Models in Structural Equation Modeling
Measures of Fit in Structural Equation Modeling
Fabrigar, Wegener, MacCallum, and Strahan (1999)
Long & Perkins (2003)
Translating a Path Diagram into LISREL Matrices
Rencher Chapter 8 -- Discriminant Analysis [[Football Data]]
ESL Chapters 1-2 -- Statistical Learning
Van Den Wollenberg (1977) -- Redundancy Analysis
AA Chapter 5 -- Logistic
Regression [[Aids Data 5.5]] [[Infant Data 3.7]]
Robertts and Lattin (1991)
Stata MV Documentation