Courses Taught by Lu Wang

BIOSTAT601: Probability and Distribution Theory

  • Graduate level
  • Residential
  • Fall term(s) for residential students;
  • 4 credit hour(s) for residential students;
  • Instructor(s): Wang, Lu Sen, Ananda (Residential);
  • Prerequisites: Three terms of calculus
  • Description: Fundamental probability and distribution theory needed for statistical inference. Probability, discrete and continuous distributions, expectation, generating functions, limit theorems, transformations, sampling theory.
  • Syllabus for BIOSTAT601
Concentration Competencies that BIOSTAT601 Allows Assessment On
Department Program Degree Competency Specific course(s) that allow assessment
BIOSTAT MPH Apply the theoretical foundations of probability theory and distribution theory BIOSTAT601
BIOSTAT MS Apply the theoretical foundations of probability theory and distribution theory BIOSTAT601

EPID702: Analysis With Missing Data In Epidemiology

  • Graduate level
  • Residential
  • Summer term(s) for residential students;
  • 1 credit hour(s) for residential students;
  • Instructor(s): Wang, Lu (Residential);
  • Prerequisites: None
  • Advisory Prerequisites: Required: introduction to statistical inferences, such as likelihood estimations, and regression models; Recommended: correlated and longitudinal data analysis
  • Undergraduates are allowed to enroll in this course.
  • Description: This course discusses both statistical theory and methodology aimed at addressing ongitudinal studies, drop-out, selection model, and pattern-mixture model. Overall, this course covers both applied and theoretical aspects related to statistical analysis with missing data.
  • Learning Objectives: Overall, this course covers both applied and theoretical aspects related to statistical analysis with missing data.