Other packages > Find by keyword >

MSIMST  

Bayesian Monotonic Single-Index Regression Model with the Skew-T Likelihood
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MSIMST", "1.1")



Attach the package and use:
library("MSIMST")
Maintained by
Qingyang Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-16
Latest Update: 2024-09-16
Description:
Incorporates a Bayesian monotonic single-index mixed-effect model with a multivariate skew-t likelihood, specifically designed to handle survey weights adjustments. Features include a simulation program and an associated Gibbs sampler for model estimation. The single-index function is constrained to be monotonic increasing, utilizing a customized Gaussian process prior for precise estimation. The model assumes random effects follow a canonical skew-t distribution, while residuals are represented by a multivariate Student-t distribution. Offers robust Bayesian adjustments to integrate survey weight information effectively.
How to cite:
Qingyang Liu (2024). MSIMST: Bayesian Monotonic Single-Index Regression Model with the Skew-T Likelihood. R package version 1.1, https://cran.r-project.org/web/packages/MSIMST. Accessed 28 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MSIMST R package
View MSIMST citation profile
Other R packages that MSIMST depends, imports, suggests or enhances
Complete documentation for MSIMST
Functions, R codes and Examples using the MSIMST R package
Full MSIMST package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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