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
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