Adjustment sets in causal analysis

Episode C9VL3: Adjustment sets in causal analysis. In this episode of 𝗖𝗮𝘂𝘀𝗮𝗹𝗶𝘁𝘆 𝘄𝗶𝘁𝗵 𝗕𝗼𝗿𝗶𝘀, you will learn what conditioning on an adjustment set looks like graphically. Discover the four uses of adjustment sets in causal analysis: conditioning, outcome models, treatment models with matching, and weighting. The key idea is that adjustment is about effect identification, not estimation error. 0:00 Intro 0:30 Visualization of conditioning 4:09 Covariate selection 6:23 Minimally necessary set 9:16 Uses of adjustment sets 11:34 Take-aways TBR: A free pdf for this episode: http://tiny.cc/c7vl1 FOLLOW ME ON TWITTER @soboleffspaces YOU MAY ENJOY MY BLOG www.sobolevspace.com NEWSLETTER https://world.hey.com/aiia/causality-with-boris-class-9-903629a9 #causality #CausalAnalysis #Adjustment #Conditioning #TreatmentEffect #AdjustmentSet #CausalReasoning #OutcomeModels #TreatmentModels #CausalDiagram #Graphs #Visualization #MinimalSet #sobolevspaces