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Lecture 2: Autocorrelation

Biostat 655

Understanding autocorrelation and variance-covariance structures in longitudinal data

Lecture 3 Design Based Regression Analysis

PFRH 712

Introduction to design-based regression approaches for large population survey data using R, including linear, logistic, and log-binomial models, with a focus on correct model specification, diagnostics, and interpretation.

Lecture 2 Variance Estimation

PFRH 712

Summary of variance estimation for complex survey from PFRH 712

Lecture 1: Overview of Multilevel and Longitudinal Data

Biostat 655

Summary of the introduction to multilevel modeling and longitudinal data analysis from Biostat 655

Lecture 1 Complex Survey Data 101

PFRH 712

Summary of the introduction to Complex Survey Data from PFRH 712