http://www.andrewheiss.com/blog/2018/03/07/amelia-tidy-melding/

[andrewheiss]

Meld regression output from multiple imputations with tidyverse | Andrew Heiss
http://www.andrewheiss.com/blog/2018/03/07/amelia-tidy-melding/

[andrewheiss]

Originally posted by Mohamed Rahouma Ahmed on 2019-08-30 16:48:56

Thanks for this gigantic work. I posted a question (link here:
https://stackoverflow.com/q... "https://stackoverflow.com/questions/57711161/how-to-describe-data-after-multiple-imputation-using-amelia-which-dataset-shoul)")
and your input will be invaluable and greatly appreciated. Basically, If
I want to do simple data description after multiple imputation in the
form of regular crosstab, which dataset of the multiple imputed ones I
should choose?. I got your current approach of estimating between
datasets variance .

[andrewheiss]

Originally posted on 2019-09-05 15:11:41

Hi! When summarizing and describing the data, you don't choose a single
imputation, but you have to pool them together somehow. There's not
really a standard for this---you might report the median, or the mean +
standard deviation, or include density plots, etc.

[andrewheiss]

Originally posted by ercbk on 2019-09-26 15:20:52

Enjoyed the article. Just posting to let you know about the latex?
errors in case you weren't aware.

[andrewheiss]

Originally posted by Rodrigo Mahlmeister on 2020-09-30 04:55:34

Many thanks! How would you present this regression result? I assume it
can't be used as input to stargazer...

[andrewheiss]

Originally posted on 2020-09-30 05:05:50

Stargazer can't handle them, but there are more modern regression table
packages that can handle any model that broom can handle, like
modelsummary
(https://vincentarelbundock.... "https://vincentarelbundock.github.io/modelsummary/)")
or huxtable
(https://hughjonesd.github.i... "https://hughjonesd.github.io/huxtable/)")

[andrewheiss]

Originally posted by Jessie B on 2021-04-12 10:56:57

Thanks for this post, it was so useful! I am trying to write a function
to perform multiple regressions using imputed data with Amelia, but am
having some problems indexing the variables. I posted a question here
[https://stackoverflow.com/q...](https://stackoverflow.com/questions/66783933/how-can-i-make-a-function-to-run-several-regression-models-using-imputed-data-wi "https://stackoverflow.com/questions/66783933/how-can-i-make-a-function-to-run-several-regression-models-using-imputed-data-wi")
on how to do it. I wondered if you might have any ideas?