Other packages > Find by keyword >

sams  

Merge-Split Samplers for Conjugate Bayesian Nonparametric Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sams", "0.4.3")



Attach the package and use:
library("sams")
Maintained by
David B. Dahl
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-26
Latest Update: 2022-04-19
Description:
Markov chain Monte Carlo samplers for posterior simulations of conjugate Bayesian nonparametric mixture models. Functionality is provided for Gibbs sampling as in Algorithm 3 of Neal (2000) , restricted Gibbs merge-split sampling as described in Jain & Neal (2004) , and sequentially-allocated merge-split sampling , as well as summary and utility functions.
How to cite:
David B. Dahl (2020). sams: Merge-Split Samplers for Conjugate Bayesian Nonparametric Models. R package version 0.4.3, https://cran.r-project.org/web/packages/sams. Accessed 03 Feb. 2025.
Previous versions and publish date:
0.4.0 (2020-08-26 11:00), 0.4.2 (2021-06-15 23:40)
Other packages that cited sams R package
View sams citation profile
Other R packages that sams depends, imports, suggests or enhances
Complete documentation for sams
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

SMR  
Externally Studentized Midrange Distribution
Computes the studentized midrange distribution (pdf, cdf and quantile) and generates random numbers. ...
Download / Learn more Package Citations See dependency  
Bolstad2  
Bolstad Functions
A set of R functions and data sets for the book "Understanding Computational Bayesian Statistics." T ...
Download / Learn more Package Citations See dependency  
cmce  
Computer Model Calibration for Deterministic and Stochastic Simulators
Implements the Bayesian calibration model described in Pratola and Chkrebtii (2018) ...
Download / Learn more Package Citations See dependency  
sgof  
Multiple Hypothesis Testing
Seven different methods for multiple testing problems. The SGoF-type methods (see for example, Carva ...
Download / Learn more Package Citations See dependency  
HGMND  
Heterogeneous Graphical Model for Non-Negative Data
Graphical model is an informative and powerful tool to explore the conditional dependence relationsh ...
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  

23,630

R Packages

204,513

Dependencies

64,101

Author Associations

23,581

Publication Badges

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