Three effects of mediation analysis
Автор: SobolevSpaces
Загружено: 2021-07-10
Просмотров: 244
Описание:
Episode C11VL1: Three Effects of Mediation Analysis.
Learn about total, direct and indirect effects in this episode of 𝗖𝗮𝘂𝘀𝗮𝗹𝗶𝘁𝘆 𝘄𝗶𝘁𝗵 𝗕𝗼𝗿𝗶𝘀. Mediation analysis aims to explore how a third variable influences the relationship between treatment and outcome. If this variable is a mediator, the overall treatment effect is a combination of direct and indirect effects. Don't miss the discussion on the policy implications of mediation analysis.
0:00 Intro
0:35 Mediation phenomenon
3:15 Basic mediation diagram
5:40 Causal mediation analysis
8:35 Total and direct effects
10:39 Take-aways
Articles:
➟ Petersen 2006 https://doi.org/10.1097/01.ede.000020...
➟ Richiardi 2013 https://doi.org/10.1093/ije/dyt127
Extras from 𝗖𝗮𝘂𝘀𝗮𝗹𝗶𝘁𝘆 𝘄𝗶𝘁𝗵 𝗕𝗼𝗿𝗶𝘀
⇒ https://causalitywithboris.ck.page/1e...
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#causality #MediationAnalysis #CausalInference
#CausalReasoning #CausalAnalysis #CausalDiscovery
#Mediation #BasicMediationDiagram #MediationPhenomenon
#TreatmentEffect #DirectEffect #IndirectEffect
#CausalAttribution #MachineLearning #CausalDataAnalysis
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