Graduate level survey of statistical methods for causal inference in political science research. Covers a variety of causal inference designs, including experiments, matching, regression, panel methods, difference-in-differences, synthetic control methods, instrumental variables, regression discontinuity designs, quantile regression, and bounds. Prerequisite: POLISCI POLISCI 450A completed for a letter grade of "B" or higher. Students who have not taken POLI SCI 450A with a letter grade of B or better must pass an entrance exam in order to take POLI SCI 450B. Please contact Sarah Nelson snelson4@stanford.edu before December 1 for exam date, time, logistics and study materials.
3-5 units · Letter or Credit/No Credit
Graduate level survey of statistical methods for causal inference in political science research. Covers a variety of causal inference designs, including experiments, matching, regression, panel methods, difference-in-differences, synthetic control methods, instrumental variables, regression discontinuity designs, quantile regression, and bounds. Prerequisite: POLISCI 450A completed for a letter grade of "B" or higher. Students who have not taken POLI SCI 450A with a letter grade of B or better must pass an entrance exam in order to take POLI SCI 450B. Please contact Sarah Nelson snelson4@stanford.edu before December 1 for exam date, time, logistics and study materials.
Offered in Winter 2027 at Stanford University.