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", "0.1.1")



Attach the package and use:
library("glmMisrep")
Maintained by
Patrick Rafael
[Scholar Profile | Author Map]
First Published: 2024-03-26
Latest Update: 2024-03-26
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 0.1.1, https://cran.r-project.org/web/packages/glmMisrep. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.1.0 (2024-03-26 10:00)
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
03/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/01Downloads for glmMisrep02468101214TrendBars

Today's Hot Picks in Authors and Packages

CTShiny  
Interactive Document for Working with Classification Tree Analysis
An interactive document on the topic of classification tree analysis using 'rmarkdown' and 'shiny' ...
Download / Learn more Package Citations See dependency  
CodeDepends  
Analysis of R Code for Reproducible Research and Code Comprehension
Tools for analyzing R expressions or blocks of code and determining the dependencies between them. ...
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  
geonapi  
'GeoNetwork' API R Interface
Provides an R interface to the 'GeoNetwork' API () allowing ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
pirate  
Generated Effect Modifier
An implementation of the generated effect modifier (GEM) method. This method constructs composite va ...
Download / Learn more Package Citations See dependency  
Maintainer: Zhe Su (view profile)

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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