PMAP 8521 • (4) Measurement and DAGs: (3) Paths, doors, and adjustment

preview_player
Показать описание
Discussion of how to identify associations, close backdoors, and isolate pathways in a DAG

  1. Andrew Heiss
Рекомендации по теме
PMAP 8521 • 0:02:14

PMAP 8521 • (4) Measurement and DAGs: (0) Introduction

PMAP 8521 • 0:23:50

PMAP 8521 • (4) Measurement and DAGs: (1) Abstraction, stretching, and validity

PMAP 8521 • 0:20:36

PMAP 8521 • (4) Measurement and DAGs: (2) Causal models

PMAP 8521 • 0:38:14

PMAP 8521 • (4) Measurement and DAGs: (3) Paths, doors, and adjustment

PMAP 8521 • 0:21:00

PMAP 8521 • Instrumental variables 4: Using instruments

PMAP 8521 • 0:17:26

PMAP 8521 • Regression discontinuity 4: Main RDD concerns

PMAP 8521 • 0:39:36

PMAP 8521 • (11) Instrumental variables I: (2) Instruments

PMAP 8521 • 0:04:20

PMAP 8521 • Instrumental variables 1: Introduction

PMAP 8521 • 0:16:43

PMAP 8521 • Instrumental variables 2: Endogeneity & exogeneity

PMAP 8521 • 0:12:43

PMAP 8521 • (11) Instrumental variables I: (1) Endogeneity and exogeneity

PMAP 8521 • 0:21:49

PMAP 8521 • Regression discontinuity 3: Drawing lines & measuring gaps

PMAP 8521 • 0:42:50

PMAP 8521 • (7) Randomization and matching: (4) Adjustment with matching

PMAP 8521 • 0:04:51

PMAP 8521 • (1) Evaluation and the causal revolution: (0) Introduction

PMAP 8521 • 0:30:42

PMAP 8521 • (10) Regression discontinuity I: (2) Drawing lines and measuring gaps

PMAP 8521 • 0:12:30

PMAP 8521 • Example: DAGs with Dagitty

PMAP 8521 • 0:42:40

PMAP 8521 • (12) IV II + RDD II: (1) Treatment effects and compliance

PMAP 8521 • 0:11:02

PMAP 8521 • (6) Threats to validity: (4) External validity

PMAP 8521 • 0:14:14

PMAP 8521 • (8/9) Difference-in-differences I & II: (1) Quasi-experiments

PMAP 8521 • 0:23:52

PMAP 8521 • Regression discontinuity 2: Arbitrary cutoffs & causal inference

PMAP 8521 • 0:13:01

PMAP 8521 • Example: Matching and IPW with R: 4: Matching

PMAP 8521 • 0:13:15

PMAP 8521 • Example: Regression discontinuity with R: 6: Measuring the gap nonparametrically

PMAP 8521 • 0:02:49

PMAP 8521 • Regression discontinuity 1: Introduction

PMAP 8521 • 0:10:19

PMAP 8521 • (12) IV II + RDD II: (2) Randomized promotion

PMAP 8521 • 0:27:41

PMAP 8521 • (11) Instrumental variables I: (3) Using instruments