Political Science 755 - Intro to Quantitative Analysis
Spring
2025
01
3.00
Min Pang
M W 4:00PM 5:15PM
UMass Amherst
53344
Machmer Hall room W-13
mrpang@umass.edu
51217
This course serves as a rigorous introduction to quantitative empirical research methods, primarily for doctoral students in political science (but also suitable for other social scientists). The material covered will include probability theory, distributions of random variables, data visualization, principles of statistical inference (estimation and uncertainty), covariate adjustment (a.k.a. linear regression), and a brief introduction to causal inference. Simulations and data analysis will be conducted in the R statistical environment or Stata. Upon completion, students will be able to understand, evaluate and criticize the use of basic statistical methods for social science research. The course will also serve as a useful basis for more advanced research methods courses.
This course is open to Political Science Graduate students only.