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MatchThem  

Matching and Weighting Multiply Imputed Datasets
View on CRAN: Click here


Download and install MatchThem package within the R console
Install from CRAN:
install.packages("MatchThem")

Install from Github:
library("remotes")
install_github("cran/MatchThem")

Install by package version:
library("remotes")
install_version("MatchThem", "1.2.1")



Attach the package and use:
library("MatchThem")
Maintained by
Farhad Pishgar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-10
Latest Update: 2023-06-14
Description:
Provides essential tools for the pre-processing techniques of matching and weighting multiply imputed datasets. The package includes functions for matching within and across multiply imputed datasets using various methods, estimating weights for units in the imputed datasets using multiple weighting methods, calculating causal effect estimates in each matched or weighted dataset using parametric or non-parametric statistical models, and pooling the resulting estimates according to Rubin's rules (please see for more details).
How to cite:
Farhad Pishgar (2019). MatchThem: Matching and Weighting Multiply Imputed Datasets. R package version 1.2.1, https://cran.r-project.org/web/packages/MatchThem. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.8.1 (2019-10-10 15:40), 0.9.0 (2019-11-01 23:20), 0.9.1 (2019-12-13 23:20), 0.9.2 (2020-02-28 17:20), 0.9.3 (2020-03-23 17:10), 1.0.0 (2021-03-31 07:10), 1.0.1 (2021-08-23 09:11), 1.1.0 (2023-06-15 01:52)
Other packages that cited MatchThem R package
View MatchThem citation profile
Other R packages that MatchThem depends, imports, suggests or enhances
Complete documentation for MatchThem
Functions, R codes and Examples using the MatchThem R package
Some associated functions: cbind . complete . is.mimids . is.mimipo . is.mimira . is.wimids . matchthem . mimids . mimipo . mimira . osteoarthritis . pool . trim . weightthem . wimids . with . 
Some associated R codes: cbind.R . class.functions.R . complete.R . internal.functions.R . is.R . matchthem.R . mimids.R . mimipo.R . mimira.R . osteoarthritis.R . pool.R . trim.R . weightthem.R . wimids.R . with.R .  Full MatchThem package functions and examples
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