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lmw  

Linear Model Weights
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("lmw", "0.0.2")



Attach the package and use:
library("lmw")
Maintained by
Noah Greifer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-14
Latest Update: 2024-02-08
Description:
Computes the implied weights of linear regression models for estimating average causal effects and provides diagnostics based on these weights. These diagnostics rely on the analyses in Chattopadhyay and Zubizarreta (2023) where several regression estimators are represented as weighting estimators, in connection to inverse probability weighting. 'lmw' provides tools to diagnose representativeness, balance, extrapolation, and influence for these models, clarifying the target population of inference. Tools are also available to simplify estimating treatment effects for specific target populations of interest.
How to cite:
Noah Greifer (2023). lmw: Linear Model Weights. R package version 0.0.2, https://cran.r-project.org/web/packages/lmw. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.0.1 (2023-03-14 19:40)
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