Other packages > Find by keyword >

multpois  

Analyze Nominal Response Data with the Multinomial-Poisson Trick
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("multpois", "0.3.3")



Attach the package and use:
library("multpois")
Maintained by
Jacob O. Wobbrock
[Scholar Profile | Author Map]
First Published: 2024-10-16
Latest Update: 2024-10-16
Description:
Dichotomous responses having two categories can be analyzed with stats::glm() or lme4::glmer() using the family=binomial option. Unfortunately, polytomous responses with three or more unordered categories cannot be analyzed similarly because there is no analogous family=multinomial option. For between-subjects data, nnet::multinom() can address this need, but it cannot handle random factors and therefore cannot handle repeated measures. To address this gap, we implement the multinomial-Poisson trick (Baker 1994) <doi:10.2307/2348134>, which transforms nominal response data into counts for each categorical alternative. These counts are then analyzed using (mixed) Poisson regression. Omnibus analyses of variance can be run along with post hoc pairwise comparisons. For users wishing to analyze nominal responses from surveys or experiments, the functions in this package essentially act as though stats::glm() or lme4::glmer() had a family=multinomial option.
How to cite:
Jacob O. Wobbrock (2024). multpois: Analyze Nominal Response Data with the Multinomial-Poisson Trick. R package version 0.3.3, https://cran.r-project.org/web/packages/multpois. Accessed 07 Apr. 2025.
Previous versions and publish date:
0.1.0 (2024-10-16 18:50), 0.2.0 (2024-10-22 23:50), 0.3.2 (2025-01-29 20:30)
Other packages that cited multpois R package
View multpois citation profile
Other R packages that multpois depends, imports, suggests or enhances
Complete documentation for multpois
Functions, R codes and Examples using the multpois R package
Full multpois package functions and examples
Downloads during the last 30 days
03/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/06Downloads for multpois24681012141618TrendBars

Today's Hot Picks in Authors and Packages

letsR  
Data Handling and Analysis in Macroecology
Handling, processing, and analyzing geographic data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency  
ASMap  
Linkage Map Construction using the MSTmap Algorithm
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
Download / Learn more Package Citations See dependency  
probout  
Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
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  
MetaAnalyser  
An Interactive Visualisation of Meta-Analysis as a Physical Weighing Machine
An interactive application to visualise meta-analysis data as a physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency  
nutriNetwork  
Structure Learning with Copula Graphical Model
Statistical tool for learning the structure of direct associations among variables for continuous d ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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