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tmle3 with observation weights #93

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Yaqun-Yuan opened this issue Sep 27, 2023 · 0 comments
Open

tmle3 with observation weights #93

Yaqun-Yuan opened this issue Sep 27, 2023 · 0 comments

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@Yaqun-Yuan
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Hello,

I am using tmle3 to analyze data with observation weights. The goal is to use inverse probability weighting to make inferences about the target population.

Unlike make_sl3_Task ( ), It seems that make_tmle3_task( ) does not support weights currently. I wondered if this is true.

If that is the case, are there any other options I have? Is Kara E. Rudolph's method a good choice?
Kara E. Rudolph, Iván Díaz, Michael Rosenblum, Elizabeth A. Stuart, Estimating Population Treatment Effects From a Survey Subsample, American Journal of Epidemiology, Volume 180, Issue 7, 1 October 2014, Pages 737–748, https://doi-org.proxy1.cl.msu.edu/10.1093/aje/kwu197

Thank you!
Bests,

Yaqun

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