Fall 2024 Biostatistics P8157 section 001

Analysis of Longitudinal Data

ANALYSIS OF LONGITUDINAL

Call Number 15641
Day & Time
Location
TR 3:00pm-4:20pm
To be announced
Points 3
Grading Mode Standard
Approvals Required None
Instructor Zhonghua Liu
Type LECTURE
Method of Instruction In-Person
Course Description The course will introduce students to statistical models and mthods for longitudinal data, i.e., repeatedly measured data over time or under different conditions. The topics will include design and sample size calculation, Hotelling's T^2, multivariate analysis of variance, multivariate linear regression (Generalized linear models), models for correlation, unbalanced repeated measurements, Mixed effects models, EM algorithm, methods for non-normally distributed data, Generalized estimating equations, Generalized linear mixed models, and Missing data.
Web Site Vergil
Department Biostatistics
Enrollment 49 students (50 max) as of 9:14PM Wednesday, November 20, 2024
Subject Biostatistics
Number P8157
Section 001
Division School of Public Health
Open To GSAS, Public Health
Section key 20243BIST8157P001