A Practical Introduction to Propensity Score Analysis using R

Outline 9:56
RHC dataset 11:36
Regression 19:48
Why adjust? 22:10
Exact matching 35:10
Propensity score 50:01
step 1 PS estimation 1:10:57
step 2 PS matching and covariate distribution 1:16:52
step 3 balance and overlap, SMD, variance ratio 1:23:50
step 4 outcome modelling 1:28:10
Reporting guideline 1:35:09
Q/A part 1:41:40
www.youtube.com...
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The video is a condensed and edited version of the presentation/delivery on the SARGC/TIMethods webinar presented on Sept 30, 2020. The webinar website is ehsanx.github.... (includes slides, data link, and webinar description), and a dedicated GitHub page is github.com/ehs... (consists of all of the R code/RMD files used in the webinar).