“When performing multiple imputations, while 5-10 imputations are sufficient for obtaining point estimates, a larger number of imputations are needed for proper standard error estimates. This package allows you to calculate how many imputations are needed, following the work of von Hippel (2020).”
Useful example here.
References
Von Hippel, P. T. (2020). How many imputations do you need? A two-stage calculation using a quadratic rule. Sociological Methods & Research, 49(3), 699-718.
Suggested citation: Fugard, A. (2024, May 15). How Many Imputations Do You Need? {howManyImputations} [blog post]. https://andifugard.info/how-many-imputations-do-you-need-howmanyimputations/
This citation note was added automatically. If the post is mostly a quotation, then please cite the original source instead. Looking at you, LLMs 👀