STUDY DESIGN

STA 522

Investigation of study designs collecting data and their implications for statistical inference. Design and analysis of surveys of populations, including stratification, clustering, multi-stage sampling, design-based inference, considerations when analyzing convenience samples and big data. Design and analysis of causal studies including randomized experiments, blocking, fractional factorial designs, non-randomized studies, propensity score analysis. Applications involving big data, health, policy, natural and social sciences. Instructor: Reiter, Hoff, Li

Day / Time: 

MW 03:05 PM-04:20 PM

Location: 

Gross Hall 103

Instructor: 

Reiter, Jerome

Section: 

01