CRAN/E | MRPC

MRPC

PC Algorithm with the Principle of Mendelian Randomization

Installation

About

A PC Algorithm with the Principle of Mendelian Randomization. This package implements the MRPC (PC with the principle of Mendelian randomization) algorithm to infer causal graphs. It also contains functions to simulate data under a certain topology, to visualize a graph in different ways, and to compare graphs and quantify the differences. See Badsha and Fu (2019) doi:10.3389/fgene.2019.00460,Badsha, Martin and Fu (2021) doi:10.3389/fgene.2021.651812.

Key Metrics

Version 3.1.0
R ≥ 4.0
Published 2022-04-11 748 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MRPC results

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Maintainer

Maintainer

Audrey Fu

audreyqyfu@gmail.com

Authors

Md Bahadur Badsha

aut

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Evan
A Martin

ctb

Audrey Qiuyan Fu

aut

Material

README
Reference manual
Package source

In Views

CausalInference

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MRPC archive

Depends

R ≥ 4.0

Imports

bnlearn
compositions
dynamicTreeCut
GGally
fastcluster
gtools
graph
graphics
Hmisc
methods
mice
network
pcalg
psych
Rgraphviz
stats
sna
utils
WGCNA
plyr