Package: ltmle 1.3-0

ltmle: Longitudinal Targeted Maximum Likelihood Estimation

Targeted Maximum Likelihood Estimation ('TMLE') of treatment/censoring specific mean outcome or marginal structural model for point-treatment and longitudinal data. Petersen et al. (2014) <doi:10.1515/jci-2013-0007>

Authors:Joshua Schwab [aut, cre], Samuel Lendle [aut], Maya Petersen [aut], Mark van der Laan [aut], Susan Gruber [ctb]

ltmle_1.3-0.tar.gz
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ltmle_1.3-0.tar.gz(r-4.5-noble)ltmle_1.3-0.tar.gz(r-4.4-noble)
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ltmle.pdf |ltmle.html✨
ltmle/json (API)
NEWS

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

Bug tracker:https://github.com/joshuaschwab/ltmle/issues

Pkgdown site:https://joshuaschwab.github.io

Datasets:

On CRAN:

Conda:

6.15 score 23 stars 207 scripts 597 downloads 3 mentions 7 exports 3 dependencies

Last updated 2 years agofrom:338c029dae. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-winWARNINGMar 12 2025
R-4.5-macWARNINGMar 12 2025
R-4.5-linuxWARNINGMar 12 2025
R-4.4-winWARNINGMar 12 2025
R-4.4-macWARNINGMar 12 2025
R-4.4-linuxWARNINGMar 12 2025
R-4.3-winWARNINGMar 12 2025
R-4.3-macWARNINGMar 12 2025

Exports:BinaryToCensoringdeterministic.g.function_templatedeterministic.Q.function_templateltmleltmleMSMMaintainControlMaintainTreatment

Dependencies:latticeMatrixmatrixStats

Readme and manuals

Help Manual

Help pageTopics
Targeted Maximum Likelihood Estimation for Longitudinal Dataltmle-package
BinaryToCensoringBinaryToCensoring
Deterministic g/Q functions - examples and templatesdeterministic.g.function_template deterministic.Q.function_template MaintainControl MaintainTreatment
Longitudinal Targeted Maximum Likelihood Estimationltmle ltmleMSM
Sample data, regimes, and summary measuressampleDataForLtmleMSM
Get standard error, p-value, and confidence interval for one ltmle object Summarizing results from Longitudinal Targeted Maximum Likelihood Estimation (ltmle)print.ltmle print.ltmleEffectMeasures print.ltmleMSM print.summary.ltmle print.summary.ltmleEffectMeasures print.summary.ltmleMSM summary.ltmle summary.ltmleEffectMeasures summary.ltmleMSM