Package: trajmsm 0.1.0

Awa Diop

trajmsm: Marginal Structural Models with Latent Class Growth Analysis of Treatment Trajectories

Implements marginal structural models combined with a latent class growth analysis framework for assessing the causal effect of treatment trajectories. Based on the approach described in "Marginal Structural Models with Latent Class Growth Analysis of Treatment Trajectories" Diop, A., Sirois, C., Guertin, J.R., Schnitzer, M.E., Candas, B., Cossette, B., Poirier, P., Brophy, J., Mésidor, M., Blais, C. and Hamel, D., (2023) <doi:10.1177/09622802231202384>.

Authors:Awa Diop [aut, cre], Denis Talbot [aut]

trajmsm_0.1.0.tar.gz
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trajmsm.pdf |trajmsm.html
trajmsm/json (API)

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

Peer review:

Bug tracker:https://github.com/awamaeva/r-package-trajmsm/issues

On CRAN:

g-computationinverse-probability-weightsmarginal-structural-modelstmletrajectory-analysis

4.02 score 3 stars 405 downloads 14 exports 48 dependencies

Last updated 9 months agofrom:11d806ec03. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 12 2024
R-4.5-winNOTEOct 12 2024
R-4.5-linuxNOTEOct 12 2024
R-4.4-winNOTEOct 12 2024
R-4.4-macNOTEOct 12 2024
R-4.3-winNOTEOct 12 2024
R-4.3-macNOTEOct 12 2024

Exports:build_trajgendatagformulaggtrajinverse_probability_weightingpltmlepredict_trajsplit_datatrajhrmsm_gformtrajhrmsm_ipwtrajhrmsm_pltmletrajmsm_gformtrajmsm_ipwtrajmsm_pltmle

Dependencies:backportsbroomclassclicolorspacecpp11dplyre1071fansifarverflexmixgeepackgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmodeltoolsmunsellnlmennetpillarpkgconfigproxypurrrR6RColorBrewerrlangsandwichscalesstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrzoo