Other packages > Find by keyword >

InvStablePrior  

Inverse Stable Prior for Widely-Used Exponential Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("InvStablePrior", "0.1.1")



Attach the package and use:
library("InvStablePrior")
Maintained by
Dexter Cahoy
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-23
Latest Update: 2023-08-21
Description:
Contains functions that allow Bayesian inference on a parameter of some widely-used exponential models. The functions can generate independent samples from the closed-form posterior distribution using the inverse stable prior. Inverse stable is a non-conjugate prior for a parameter of an exponential subclass of discrete and continuous data distributions (e.g. Poisson, exponential, inverse gamma, double exponential (Laplace), half-normal/half-Gaussian, etc.). The prior class provides flexibility in capturing a wide array of prior beliefs (right-skewed and left-skewed) as modulated by a parameter that is bounded in (0,1). The generated samples can be used to simulate the prior and posterior predictive distributions. More details can be found in Cahoy and Sedransk (2019) . The package can also be used as a teaching demo for introductory Bayesian courses.
How to cite:
Dexter Cahoy (2022). InvStablePrior: Inverse Stable Prior for Widely-Used Exponential Models. R package version 0.1.1, https://cran.r-project.org/web/packages/InvStablePrior. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2022-08-23 14:30)
Other packages that cited InvStablePrior R package
View InvStablePrior citation profile
Other R packages that InvStablePrior depends, imports, suggests or enhances
Complete documentation for InvStablePrior
Functions, R codes and Examples using the InvStablePrior R package
Some associated functions: InvStablePrior . isdexp . isexp . ishalfn . isinvgam . ispoi . 
Some associated R codes: InvStablePrior.R . isDexp.R . isExp.R . isHalfN.R . isInvGam.R . isPoi.R .  Full InvStablePrior package functions and examples
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

Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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