CRAN/E | simDAG

simDAG

Simulate Data from a DAG and Associated Node Information

Installation

About

Simulate complex data from a given directed acyclic graph and information about each individual node. Root nodes are simply sampled from the specified distribution. Child Nodes are simulated according to one of many implemented regressions, such as logistic regression, linear regression, poisson regression and more. Also includes a comprehensive framework for discrete-time simulation, which can generate even more complex longitudinal data.

Citation simDAG citation info
github.com/RobinDenz1/simDAG
robindenz1.github.io/simDAG/
Bug report File report

Key Metrics

Version 0.1.1
Published 2024-03-07 216 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks simDAG results

Downloads

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Maintainer

Maintainer

Robin Denz

Authors

Robin Denz

aut / cre

Katharina Meiszl

aut

Contacts

Material

README
NEWS
Reference manual
Package source

Vignettes

Simulating Covid-19 Vaccine Data using a Discrete-Time Simulation
Simulating Data using a Discrete-Time Approach
Simulating Data from a known DAG

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

simDAG archive

Depends

data.table

Imports

dplyr
Rfast
rlang

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0
vdiffr ≥ 1.0.0
ggplot2
igraph
ggforce
MASS
covr
foreach
doSNOW
doRNG
parallel