Package: intmed 0.1.2

intmed: Mediation Analysis using Interventional Effects

Implementing the interventional effects for mediation analysis for up to 3 mediators. The methods used are based on VanderWeele, Vansteelandt and Robins (2014) <doi:10.1097/ede.0000000000000034>, Vansteelandt and Daniel (2017) <doi:10.1097/ede.0000000000000596> and Chan and Leung (2020; unpublished manuscript, available on request from the author of this package). Linear regression, logistic regression and Poisson regression are used for continuous, binary and count mediator/outcome variables respectively.

Authors:Gary Chan [aut, cre, cph]

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intmed.pdf |intmed.html
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NEWS

# Install 'intmed' in R:
install.packages('intmed', repos = c('https://ncysur.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • sim_data - A simulated dataset for demonstrating mediation analysis with a single mediator
  • substance - Fictitious family intervention data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.70 score 1 scripts 138 downloads 1 exports 61 dependencies

Last updated 4 years agofrom:8972fc2f45. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-winOKOct 27 2024
R-4.5-linuxOKOct 27 2024
R-4.4-winOKOct 27 2024
R-4.4-macOKOct 27 2024
R-4.3-winOKOct 27 2024
R-4.3-macOKOct 27 2024

Exports:mediate

Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayondoParalleldplyrfansiforcatsforeachgenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6RcppRcppEigenreadrrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithr

intmed-vignette

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Last update: 2020-03-01
Started: 2020-03-01