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SMD for multiple treatments variable after multiple imputation #89

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aashoaibi opened this issue Feb 6, 2022 · 2 comments
Open

SMD for multiple treatments variable after multiple imputation #89

aashoaibi opened this issue Feb 6, 2022 · 2 comments

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@aashoaibi
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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
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kaz-yos commented Feb 16, 2022

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
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Thank you for your help.

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