312 Statistics Handouts
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)
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
Long & Perkins (2003)
Translating a Path Diagram into LISREL Matrices
AR 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)