average treatment effect

Pick anything below and it plays in the bar at the foot of the window — and keeps playing while you go on browsing the directory.

1. 1▶HTE: Confounding-Robust ForestsMachine Learning & Causal Inference: A Short CourseNotes
   +Watch later
2. 2▶HTE: Confounding-Robust EstimationMachine Learning & Causal Inference: A Short CourseNotes
   +Watch later
3. 3▶HTE: Sources of BiasMachine Learning & Causal Inference: A Short CourseNotes
   +Watch later
4. 4▶Robust Estimation of Treatment HeterogeneityMachine Learning & Causal Inference: A Short CourseNotes
   +Watch later
5. 5▶Causal Inference -- 3/23 -- Instrumental Variables Basics ICausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
   +Watch later
6. 6▶Causal Inference -- 1/23 -- Basics of Research Design ICausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
   +Watch later
7. 7▶Causal Inference -- 15/23 -- Fuzzy RDDCausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
   +Watch later
8. 8▶Causal Inference -- 9/23 -- Heckman Selection ModelCausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
   +Watch later
9. 9▶Causal Inference -- 5/23 -- Local Average Treatment Effect ICausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
   +Watch later
10. 10▶Causal Inference -- 14/23 -- Sharp RDDCausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
    +Watch later
11. 11▶Causal Inference -- 13/23 -- Regression Discontinuity BasicsCausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
    +Watch later
12. 12▶Causal Inference -- 4/23 -- Instrumental Variables Basics IICausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
    +Watch later
13. 13▶Causal Inference -- 8/23 -- Marginal Treatment Effects (MTE) BasicsCausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
    +Watch later
14. 14▶Causal Inference -- 11/23 -- The MTE CurveCausal Inference -- Online Lectures (M.Sc/PhD Level)Notes
    +Watch later
15. 15▶Conditional Average Treatment Effects: ForestsMachine Learning & Causal Inference: A Short CourseNotes
    +Watch later
16. 16▶Conditional Average Treatment Effects: TreesMachine Learning & Causal Inference: A Short CourseNotes
    +Watch later
17. 17▶Conditional Average Treatment Effects: OverviewMachine Learning & Causal Inference: A Short CourseNotes
    +Watch later
18. 18▶Average Treatment Effects: Double RobustnessMachine Learning & Causal Inference: A Short CourseNotes
    +Watch later
19. 19▶Average Treatment Effects: Propensity ScoresMachine Learning & Causal Inference: A Short CourseNotes
    +Watch later
20. 20▶Average Treatment Effects: ConfoundingMachine Learning & Causal Inference: A Short CourseNotes
    +Watch later