University of Minnesota

School of Public Health

Statistical Methods for Correlated Data

PubH 7430

Class notes


I am in the process of updating my lecture notes. The first set of pdf files below are current (Copyright 2007 Lynn E. Eberly); the latter set are from during Fall 2005 semester (Copyright 2005 Lynn E. Eberly). Lecture notes for Fall 2007 will be updated as the semester progresses from the Fall 2005 versions.

If any of the links do not work, be sure to let me know.



NEW FOR 2007
  • Introduction
intro.pdf
  • EDA
eda1.pdf
eda2.pdf
  • Review of matrix notation
matrix.pdf
  • Review of regression
regression.pdf
  • Classical methods
notation.pdf
classic.pdf
  • General Linear Models
glmintro.pdf
glmestimation1.pdf
glmestimation2.pdf
glmdiagnostics.pdf
  • General Linear Mixed Models
glmmintro.pdf
glmmeda.pdf
glmmestimation.pdf
glmmtesting.pdf
glmmdiagnostics.pdf
glmmmisc.pdf
glmmcomputing.pdf
  • Generalized Linear (Mixed) Models
gzlmintro.pdf
gzlmeda.pdf
gzlmmestimation.pdf
gzlmmdiagnostics.pdf
gee.pdf