ltmle: Longitudinal Targeted Maximum Likelihood Estimation

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Targeted Maximum Likelihood Estimation (TMLE) of treatment/censoring specific mean outcome or marginal structural model for point-treatment and longitudinal data.

Author
Joshua Schwab [aut, cre], Samuel Lendle [aut], Maya Petersen [aut], Mark van der Laan [aut], Susan Gruber [ctb]
Date of publication
2016-11-17 08:27:43
Maintainer
Joshua Schwab <joshuaschwab@yahoo.com>
License
GPL-2
Version
0.9-9
URLs

View on CRAN

Man pages

BinaryToCensoring
BinaryToCensoring
deterministic.g.function_template
Deterministic g/Q functions - examples and templates
ltmle
Longitudinal Targeted Maximum Likelihood Estimation
ltmle-package
Targeted Maximum Likelihood Estimation for Longitudinal Data
sampleDataForLtmleMSM
Sample data, regimes, and summary measures
summary.ltmle
Get standard error, p-value, and confidence interval for one...

Files in this package

ltmle
ltmle/tests
ltmle/tests/testthat
ltmle/tests/testthat/test_IDs.R
ltmle/tests/testthat/test-print.summary.ltmleMSM.R
ltmle/tests/testthat/test-GeneralUtilities.R
ltmle/tests/testthat/test-CleanData.R
ltmle/tests/testthat/test-BaselineCovMSM.R
ltmle/tests/testthat/test-BinaryToCensoring.R
ltmle/tests/testthat/test-(init).R
ltmle/tests/testthat/test-summary.ltmle.R
ltmle/tests/testthat/test-print.R
ltmle/tests/testthat/test-AbarAndRegimes.R
ltmle/tests/testthat/test-CheckInputs.R
ltmle/tests/testthat/test-random.R
ltmle/tests/testthat/test-GetDefaultForm.R
ltmle/tests/testthat/test-ErrorHandling.R
ltmle/tests/testthat/test-EstimateVariance.R
ltmle/tests/testthat/test-DeterministicFunctions.R
ltmle/tests/testthat/test-Weights.R
ltmle/tests/test-all.R
ltmle/NAMESPACE
ltmle/NEWS
ltmle/data
ltmle/data/sampleDataForLtmleMSM.RData
ltmle/R
ltmle/R/BinaryToCensoring.R
ltmle/R/DeterministicFunctions.R
ltmle/R/GeneralUtilities.R
ltmle/R/ltmle.R
ltmle/R/ltmle_sg.R
ltmle/R/ltmle-package.R
ltmle/R/zzz.R
ltmle/README.md
ltmle/MD5
ltmle/DESCRIPTION
ltmle/man
ltmle/man/ltmle.Rd
ltmle/man/sampleDataForLtmleMSM.Rd
ltmle/man/deterministic.g.function_template.Rd
ltmle/man/BinaryToCensoring.Rd
ltmle/man/ltmle-package.Rd
ltmle/man/summary.ltmle.Rd