Other packages > Find by keyword >

MNP  

Fitting the Multinomial Probit Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MNP", "3.1-5")



Attach the package and use:
library("MNP")
Maintained by
Kosuke Imai
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2004-06-27
Latest Update: 2024-06-20
Description:
Fits the Bayesian multinomial probit model via Markov chain Monte Carlo. The multinomial probit model is often used to analyze the discrete choices made by individuals recorded in survey data. Examples where the multinomial probit model may be useful include the analysis of product choice by consumers in market research and the analysis of candidate or party choice by voters in electoral studies. The MNP package can also fit the model with different choice sets for each individual, and complete or partial individual choice orderings of the available alternatives from the choice set. The estimation is based on the efficient marginal data augmentation algorithm that is developed by Imai and van Dyk (2005). "A Bayesian Analysis of the Multinomial Probit Model Using the Data Augmentation." Journal of Econometrics, Vol. 124, No. 2 (February), pp. 311-334. Detailed examples are given in Imai and van Dyk (2005). "MNP: R Package for Fitting the Multinomial Probit Model." Journal of Statistical Software, Vol. 14, No. 3 (May), pp. 1-32. .
How to cite:
Kosuke Imai (2004). MNP: Fitting the Multinomial Probit Model. R package version 3.1-5, https://cran.r-project.org/web/packages/MNP. Accessed 22 Sep. 2026.
Previous versions and publish date:
1.0-1 (2004-06-27 23:41), 1.0-2 (2004-06-30 10:55), 1.0-3 (2004-07-02 08:25), 1.0-4 (2004-07-19 09:28), 1.1-1 (2004-08-31 21:44), 1.1-2 (2004-09-15 09:17), 1.2-1 (2004-09-27 09:40), 1.3-1 (2004-10-11 09:29), 1.3-2 (2004-11-18 08:14), 1.4-1 (2004-12-17 12:12), 2.0-1 (2005-02-14 17:15), 2.1-1 (2005-02-26 16:46), 2.1-2 (2005-04-04 09:43), 2.2-1 (2005-05-02 11:31), 2.2-2 (2005-05-10 10:01), 2.2-3 (2005-05-13 09:12), 2.3-1 (2005-05-30 12:50), 2.3-2 (2005-06-03 07:13), 2.3-3 (2005-06-24 07:35), 2.3-4 (2005-09-07 17:22), 2.3-5 (2005-12-28 00:43), 2.3-6 (2006-01-12 11:33), 2.3-7 (2006-04-25 12:15), 2.3-8 (2006-04-26 18:23), 2.3-9 (2006-09-21 17:37), 2.4-1 (2006-10-06 14:57), 2.4-2 (2006-10-18 16:53), 2.5-1 (2006-11-22 11:31), 2.5-3 (2006-12-06 17:17), 2.5-4 (2007-05-24 19:21), 2.5-5 (2007-08-02 18:10), 2.5-6 (2008-03-25 10:04), 2.6-1 (2009-09-24 08:31), 2.6-2 (2010-10-28 10:26), 2.6-3 (2011-12-07 11:13), 2.6-4 (2013-06-09 20:16), 3.0-1 (2017-05-06 07:17), 3.0-2 (2017-06-28 07:59), 3.1-0 (2017-09-27 13:40), 3.1-1 (2020-10-22 23:30), 3.1-2 (2021-05-13 06:32), 3.1-3 (2022-04-07 09:42), 3.1-4 (2023-03-14 19:20), 3.1-5 (2024-06-20 12:20), (2026-07-13 12:30)
Other packages that cited MNP R package
View MNP citation profile
Other R packages that MNP depends, imports, suggests or enhances
Complete documentation for MNP
Functions, R codes and Examples using the MNP R package
Some associated functions: coef.mnp . cov.mnp . detergent . japan . mnp . predict.mnp . print.summary.mnp . summary.mnp . 
Some associated R codes: coef.mnp.R . cov.mnp.R . detergent.R . japan.R . mnp.R . onAttach.R . predict.mnp.R . print.mnp.R . print.summary.mnp.R . summary.mnp.R . xmatrix.mnp.R . ymatrix.mnp.R .  Full MNP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
heatmaply  
Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R ...
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  
odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
Download / Learn more Package Citations See dependency  
spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

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