Other packages > Find by keyword >

glmMisrep  

Generalized Linear Models Adjusting for Misrepresentation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("glmMisrep", "0.1.3")



Attach the package and use:
library("glmMisrep")
Maintained by
Patrick Rafael
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-26
Latest Update: 2024-04-18
Description:
Fit Generalized Linear Models to continuous and count outcomes, as well as estimate the prevalence of misrepresentation of an important binary predictor. Misrepresentation typically arises when there is an incentive for the binary factor to be misclassified in one direction (e.g., in insurance settings where policy holders may purposely deny a risk status in order to lower the insurance premium). This is accomplished by treating a subset of the response variable as resulting from a mixture distribution. Model parameters are estimated via the Expectation Maximization algorithm and standard errors of the estimates are obtained from closed forms of the Observed Fisher Information. For an introduction to the models and the misrepresentation framework, see Xia et. al., (2023) .
How to cite:
Patrick Rafael (2024). glmMisrep: Generalized Linear Models Adjusting for Misrepresentation. R package version 0.1.3, https://cran.r-project.org/web/packages/glmMisrep. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-09-09 12:00), 0.1.0 (2024-03-26 10:00), 0.1.1 (2024-04-18 19:43), 0.1.2 (2026-08-21 01:00)
Other packages that cited glmMisrep R package
View glmMisrep citation profile
Other R packages that glmMisrep depends, imports, suggests or enhances
Complete documentation for glmMisrep
Functions, R codes and Examples using the glmMisrep R package
Full glmMisrep package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  
skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
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  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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