Other packages > Find by keyword >

Blend  

Robust Bayesian Longitudinal Regularized Semiparametric Mixed Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Blend", "0.1.1.1")



Attach the package and use:
library("Blend")
Maintained by
Kun Fan
[Scholar Profile | Author Map]
First Published: 2024-11-25
Latest Update: 2024-11-25
Description:
Our recently developed fully Bayesian semiparametric quantile mixed-effect model for high-dimensional longitudinal studies with heterogeneous observations can be implemented through this package. This model can distinguish between time-varying interactions and constant-effect-only cases to avoid model misspecifications. Facilitated by spike-and-slab priors, this model leads to superior performance in estimation, identification and statistical inference. In particular, robust Bayesian inferences in terms of valid Bayesian credible intervals on both parametric and nonparametric effects can be validated on finite samples. The Markov chain Monte Carlo algorithms of the proposed and alternative models are efficiently implemented in 'C++'.
How to cite:
Kun Fan (2024). Blend: Robust Bayesian Longitudinal Regularized Semiparametric Mixed Models. R package version 0.1.1.1, https://cran.r-project.org/web/packages/Blend. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.1.0 (2024-11-25 12:40), 0.1.1 (2025-01-21 05:20)
Other packages that cited Blend R package
View Blend citation profile
Other R packages that Blend depends, imports, suggests or enhances
Complete documentation for Blend
Functions, R codes and Examples using the Blend R package
Full Blend 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 Blend0246810121416TrendBars

Today's Hot Picks in Authors and Packages

binom  
Binomial Confidence Intervals for Several Parameterizations
Constructs confidence intervals on the probability of success in a binomial experiment via several ...
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  
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  
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  
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  

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