Courses Taught by Donglin Zeng

BIOSTAT830: Advanced Topics In Biostatistics

  • Graduate level
  • Residential
  • Fall term(s) for residential students;
  • 1-3 credit hour(s) for residential students;
  • Instructor(s): Donglin Zeng (Residential);
  • Prerequisites: course/instructor dependent
  • Description: Advanced training in biostatistical methods primarily for doctoral students. Format will include lectures, readings, presentations and discussions in an area of special interest to students and faculty, such as stopping rules and interim analysis in clinical trials, conditional and unconditional inference and ancillarity, or nonparametric regression.
  • This course is cross-listed with .
  • Syllabus for BIOSTAT830
ZengDonglin
Donglin Zeng

BIOSTAT880: Statistical Analysis With Missing Data

  • Graduate level
  • Residential
  • Fall term(s) for residential students;
  • 3 credit hour(s) for residential students;
  • Instructor(s): Donglin Zeng (Residential);
  • Prerequisites: Biostat 602 and 651, and at least one of Biostat 690, Biostat 851, Biostat 890, or Biostat 895 or Perm Inst.
  • Description: Statistical analysis of data sets with missing values. Pros and cons of standard methods such as complete-case analysis, imputation. Likelihood-based inference for common statistical problems, including regression, repeated-measures analysis, and contingency table analysis. Stochastic censoring models for nonrandom nonresponse. Computational tools include the EM algorithm, the Gibbs' sampler, and multiple imputation.
  • Syllabus for BIOSTAT880
ZengDonglin
Donglin Zeng