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Causal Inference
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Learning Material
Title
Volume
Introduction to Causal Inference
5.89 MB
<p>Introduction to Causal Inference</p>
Basics of Probability and Statistics
5.89 MB
<p>Basics of Probability and Statistics</p>
Observational Studies vs. Experimental Studies
5.89 MB
<p>Observational Studies vs. Experimental Studies</p>
Causal Graphs and Directed Acyclic Graphs (DAGs)
5.89 MB
<p>Causal Graphs and Directed Acyclic Graphs (DAGs)</p>
Potential Outcomes Framework
5.89 MB
<p>Potential Outcomes Framework</p>
Methods for Causal Inference: Matching and Propensity Score Analysis
5.89 MB
<p>Methods for Causal Inference: Matching and Propensity Score Analysis</p>
Instrumental Variables and Regression Discontinuity Design
5.89 MB
<p>Instrumental Variables and Regression Discontinuity Design</p>
Challenges and Limitations in Causal Inference
5.89 MB
<p>Challenges and Limitations in Causal Inference</p>
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.JPG)