Courses Details

BIOSTAT653: Theory And Application Of Longitudinal Analysis.

  • Graduate level
  • Residential
  • Fall term(s) for residential students;
  • 3 credit hour(s) for residential students;
  • Instructor(s): Zhenke Wu (Residential);
  • Prerequisites: BIOSTAT650 and BIOSTAT651
  • Description: This course overviews the statistical models and methodologies for analyzing repeated measures/longitudinal data. It covers general linear models and linear mixed models for analyzing correlated continuous data, as well as marginal (i.e. GEE), conditional (i.e. generalized linear mixed model) and transition models for analyzing correlated discrete data.
  • Syllabus for BIOSTAT653
WuZhenke
Zhenke Wu
Concentration Competencies that BIOSTAT653 Allows Assessment On
Department Program Degree Competency Specific course(s) that allow assessment
BIOSTAT MS Use general linear models and linear mixed models for analyzing correlated continuous data, as well as marginal (i.e. generalized estimating equations), conditional (i.e. generalized linear mixed model) and transition models for analyzing correlated discrete data BIOSTAT653
BIOSTAT MS Properly interpret and present the results from such longitudinal analysis to both methods and substantive audiences BIOSTAT653