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Duke University

Causal Inference Bootcamp: Your Guide to Experiments

Duke University via YouTube

Syllabus

Controlled Experiments: Causal Inference Bootcamp.
Randomized Experiments: Causal Inference Bootcamp.
Design of the Oregon Health Experiment: Causal Inference Bootcamp.
Noncompliance in Experiments: Causal Inference Bootcamp.
Reading Avg Treatment Effects & Confidence Intervals: Depression in OHE: Causal Inference Bootcamp.
Reading Avg Treatment Effect & Confidence Interval: Cholesterol in OHE: Causal Inference Bootcamp.
Survey Noncompliance: Causal Inference Bootcamp.
Comparing Survey Nonresponders to Responders: Causal Inference Bootcamp.
Introducing the Perry Preschool Project: Causal Inference Bootcamp.
Perry Preschool: Comparing Educational Attainment Data: Causal Inference Bootcamp.
Perry Preschool: Comparing Preschool's Effects on Crime: Causal Inference Bootcamp.
Perry Preschool: Measuring the Lifetime Cost of Crime: Causal Inference Bootcamp.
Issues with Sample Sizes: Causal Inference Bootcamp.
What is the Point of Statistical Inference?: Causal Inference Bootcamp.
Randomized Controlled Trials: Causal Inference Bootcamp.
Important Issues in Experiment Design These Videos Ignore: Causal Inference Bootcamp.
Common Issues in Experiments: Causal Inference Bootcamp.
Difficulties in Performing Experiments: Causal Inference Bootcamp.
Finding Lifetime Outcomes of Experiments: Causal Inference Bootcamp.
Spillover Effects Among Subjects: Causal Inference Bootcamp.
The Two Kinds of Natural Experiments: Causal Inference Bootcamp.
Resistance to Policy Manipulation in Natural Experiments: Causal Inference Bootcamp.
Finding Data from Natural Experiments: Causal Inference Bootcamp.
Justifying As-If Randomization: Causal Inference Bootcamp.
Analyzing Natural Experiments: Causal Inference Bootcamp.
Analyzing Data from Natural Experiments: Causal Inference Bootcamp.
Giving Property Rights to Squatters: The Effect on Teenage Pregnancy: Causal Inference Bootcamp.
London Cholera Outbreak: Early Data Visualizations.
London Cholera Outbreak: Was it a Natural Experiment?: Causal Inference Bootcamp.
Bounds Analysis for Missing Data: Causal Inference Bootcamp.
Causal Inference Issues in Lab Experiments: Causal Inference Bootcamp.

Taught by

Mod•U: Powerful Concepts in Social Science

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