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
mcmcabn
View on CRAN: Click
here
Download and install mcmcabn package within the R console
Install from CRAN:
install.packages("mcmcabn")
Install from Github:
library("remotes")
install_github("cran/mcmcabn")
Install by package version:
library("remotes")
install_version("mcmcabn", "0.6")
Attach the package and use:
library("mcmcabn")
Maintained by
Annina Cincera
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2019-03-08
Latest Update: 2023-12-22
Description:
Flexible implementation of a structural MCMC sampler for Directed Acyclic Graphs (DAGs). It supports the new edge reversal move from Grzegorczyk and Husmeier (2008) and the Markov blanket resampling from Su and Borsuk (2016) . It supports three priors: a prior controlling for structure complexity from Koivisto and Sood (2004) , an uninformative prior and a user-defined prior. The three main problems that can be addressed by this R package are selecting the most probable structure based on a cache of pre-computed scores, controlling for overfitting, and sampling the landscape of high scoring structures. It allows us to quantify the marginal impact of relationships of interest by marginalizing out over structures or nuisance dependencies. Structural MCMC seems an elegant and natural way to estimate the true marginal impact, so one can determine if it's magnitude is big enough to consider as a worthwhile intervention.
How to cite:
Annina Cincera (2019). mcmcabn: Flexible Implementation of a Structural MCMC Sampler for DAGs. R package version 0.6, https://cran.r-project.org/web/packages/mcmcabn. Accessed 14 May. 2025.
Previous versions and publish date:
Other packages that cited mcmcabn R package
View mcmcabn citation profile
Other R packages that mcmcabn depends,
imports, suggests or enhances
Functions, R codes and Examples using
the mcmcabn R package
Some associated functions: CoupledHeatedmcmcabn . abnCache_asia . dist-asia . mcmc . mcmc_asia . mcmcabn-package . plot . print-summary . print . query . summary .
Some associated R codes: MBR.R . REV.R . mc3.R . mcmc-heated.R . mcmc.R . mcmcabn-utiles.R . plot-mcmcabn.R . print-mcmcabn.R . print-summary-mcmcabn.R . query.R . summary-mcmcabn.R . Full mcmcabn package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
pso
Provides an implementation of particle swarm optimisation consistent with the standard PSO 2007/2011 ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Claus Bendtsen (view profile)
JMbayes2
Fit joint models for longitudinal and time-to-event data under the Bayesian approach. Multiple longi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dimitris Rizopoulos (view profile)
UncDecomp
If a procedure consists of several stages and there are several models that can be selected for each ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seonghyeon Kim (view profile)
IPEC
Calculates the RMS intrinsic and parameter-effects curvatures of a nonlinear regression model. The c ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Peijian Shi (view profile)
codexcopd
Predicts 3 to 12 months prognosis in Chronic Obstructive Pulmonary Disease (COPD) patients hospitali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Amin Adibi (view profile)
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)
24,223
R Packages
207,311
Dependencies
65,402
Author Associations
24,224
Publication Badges
