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kaz-yos / tableone

R package to create "Table 1", description of baseline characteristics with or without propensity score weighting
https://cran.r-project.org/web/packages/tableone/index.html
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SMD for multiple treatments variable after multiple imputation #89

Open aashoaibi opened 2 years ago

aashoaibi commented 2 years ago

I used multiple imputations by Package (mice) I trying to use tableone package to calculate SMD for multiple treatments variable and then assess the effect by using cox proportional hazard ratio. It seems that I can not use tableone package for multi-imputed datasets.

Any help. Thank you in advance.

kaz-yos commented 2 years ago

It is not supported. I do not think there is a well-established way to present SMD after MI. You could run tableone with each imputed dataset and average SMD.

aashoaibi commented 2 years ago

Thank you for your help.