The Statistics of Causal Inference in the Social Sciences (Fall 2013)

Section 1: Potential Outcomes (Code)
Section 2: Regression Analysis (
Code)
Section 3: Permutation Inference (
Code)
Section 4: Matching I (
Code)
Section 5: Regression Discontinuity I

Section 6: Regression Discontinuity II (Code)
Section 7: Matching II
(Code)
Section 8: Matching III (
Code)
Section 9: Matching IV (
Code)
Section 10: SATE to PATT (
Code)
Section 11: Sensitivity Analysis (
Code)
Section 12: Instrumental Variables (
Code)
Section 13: Review