R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
Rgbp
View on CRAN: Click
here
Download and install Rgbp package within the R console
Install from CRAN:
install.packages("Rgbp")
Install from Github:
library("remotes")
install_github("cran/Rgbp")
Install by package version:
library("remotes")
install_version("Rgbp", "1.1.4")
Attach the package and use:
library("Rgbp")
Maintained by
Joseph Kelly
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-04-23
Latest Update: 2019-12-17
Description:
We utilize approximate Bayesian machinery to fit two-level conjugate hierarchical models on overdispersed Gaussian, Poisson, and Binomial data and evaluates whether the resulting approximate Bayesian interval estimates for random effects meet the nominal confidence levels via frequency coverage evaluation. The data that Rgbp assumes comprise observed sufficient statistic for each random effect, such as an average or a proportion of each group, without population-level data. The approximate Bayesian tool equipped with the adjustment for density maximization produces approximate point and interval estimates for model parameters including second-level variance component, regression coefficients, and random effect. For the Binomial data, the package provides an option to produce posterior samples of all the model parameters via the acceptance-rejection method. The package provides a quick way to evaluate coverage rates of the resultant Bayesian interval estimates for random effects via a parametric bootstrapping, which we call frequency method checking.
How to cite:
Joseph Kelly (2013). Rgbp: Hierarchical Modeling and Frequency Method Checking on Overdispersed Gaussian, Poisson, and Binomial Data. R package version 1.1.4, https://cran.r-project.org/web/packages/Rgbp. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0.0 (2013-04-23 21:19), 1.0.1 (2013-09-11 20:46), 1.0.2 (2013-11-12 18:20), 1.0.3 (2013-12-02 20:07), 1.0.4 (2014-01-20 21:33), 1.0.5 (2014-03-01 18:18), 1.0.6 (2014-04-24 07:43), 1.0.9 (2015-07-27 23:56), 1.1.0 (2015-08-04 17:18), 1.1.1 (2016-01-13 18:15), 1.1.2 (2017-06-05 23:44), 1.1.3 (2018-05-18 00:34)
Other packages that cited Rgbp R package
View Rgbp citation profile
Other R packages that Rgbp depends,
imports, suggests or enhances
Complete documentation for Rgbp
Functions, R codes and Examples using
the Rgbp R package
Some associated functions: Rgbp-package . baseball . coverage . coverage.plot . gbp-internal . gbp . hospital . plot.gbp . print.gbp . print.summary.gbp . schools . summary.gbp .
Some associated R codes: br.R . coverage.R . gbp.R . gr.R . pr.R . Full Rgbp 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
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
RcppHNSW
'Hnswlib' is a C++ library for Approximate Nearest Neighbors.
This package provides a minimal R int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: James Melville (view profile)
pkgdepends
Find recursive dependencies of 'R' packages from various
sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gábor Csárdi (view profile)
crossrun
Joint distribution of number of crossings and the
longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tore Wentzel-Larsen (view profile)
kgschart
Restore underlining numeric data from rating history graph of
KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kota Mori (view profile)
SCBiclust
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Erika S. Helgeson (view profile)