POLS 2400 QUANTITATIVE TECHNIQUES
Northeastern University, Spring 2023
Instructor
This class is an intro-level course of quantitative methods in Political Science to introduce students how political ‘scientists’ see and leverage data to understand human behaviors and society. The primary purpose of this course is to build on statistical basics and develop data analytic skills including how to describe data, draw inferences from samples to population, set up hypotheses, and test them based on data in experimental and observational research.
POLITSC 7552 QUANTITATIVE POLITICAL ANALYSIS II
Ohio State University, Spring 2022
Instructor
This course is doctoral-level course of quantitative methods to learn a family of the linear and generalized linear modeling using maximum likelihood estimation (MLE) and Bayesian estimation. The primary purpose of the course is to build on statistical foundations taught in PoliSci 7551. We will perform regression analysis with the following types of outcome variables: continuous, counts, dichotomous outcomes, ordered categorical outcomes, unordered categorical outcomes, bounded variables, and multilevel variables.