SISMID 2022

Causal Inference Module

R Code for Richardson Sessions

Dependence Measures and Collapsibility

• Break out session questions
• R Commands

d-separation

• Break out session questions
• Break out session questions solution

d-separation lab (discrete data)

• R commands
• R Markdown commands
• PDF file with R commands and output

d-separation lab (mvnormal data)

• R commands
• Sweaved commands

Bonus: Inferring structure and using the PC algorithm

• SWeave with output (prepared by W.W. Loh)
• R commands
• Data-set 1
• Data-set 2
• Data-set 3
• generating R code

Single World Intervention Graphs (SWIGs)

• Break out session questions
• Break out session questions solution

IV Analysis

• Extra slides
• R commands for polytopes (interactive + color)
• R commands for Monte Carlo Simulation

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