Other packages > Find by keyword >

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 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:53), 0.0.1 (2023-03-14 19:40)
Other packages that cited lmw R package
View lmw citation profile
Other R packages that lmw depends, imports, suggests or enhances
Complete documentation for lmw
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  
SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA