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): Wu, Zhenke (Residential);
  • Prerequisites: BIOSTAT650 and concurrent enrollment in 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
Concentration Competencies that BIOSTAT653 Allows Assessment On
Department Program Degree Competency Specific course(s) that allow assessment
BIOSTAT MPH Perform ANOVA analysis and longitudinal data analysis BIOSTAT653
BIOSTAT MS Perform ANOVA analysis and longitudinal data analysis BIOSTAT653
BIOSTAT PhD Perform statistical analysis for longitudinal data and correlated data BIOSTAT653