SpL740
| SpL740 | |
|---|---|
| Causal Inference and Impact Assessment | |
| Credits | 3 |
| Structure | 3-0-0 |
| Pre-requisites | |
| Overlaps | |
SpL740 : Causal Inference and Impact Assessment
[edit]Introduction to Impact Assessment; Causality and the Problem of Confounders; Counterfactuals; Experimental design in social sciences: Randomized Control Trials or RCTs; Implementation failures within the RCT framework: Non-Compliance, Attrition, Interference; Critique of RCTs; Instrumental Variables; Matching Estimators; Propensity Score Methods; Difference in Difference Methods; Regression Discontinuity Design; Synthetic Control Methods; Structural Causal Models; Causal Forests; List Experiments and Natural Experiments; Qualitative Methods for Causal Inference.