Advanced Social Statistics

This course teaches advanced statistical methods for social science in three segments: (1) causal inference, (2) categorical data analysis, and (3) replication analysis. Emphases are on research designs and practical applications rather than statistical theories or computations. Familiarity with basic probability theory, inferential statistics, and linear regression models for continuous dependent variables is assumed.