ltmle: Longitudinal Targeted Maximum Likelihood Estimation
Version 0.9-9

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

Browse man pages Browse package API and functions Browse package files

AuthorJoshua Schwab [aut, cre], Samuel Lendle [aut], Maya Petersen [aut], Mark van der Laan [aut], Susan Gruber [ctb]
Date of publication2016-11-17 08:27:43
MaintainerJoshua Schwab <joshuaschwab@yahoo.com>
LicenseGPL-2
Version0.9-9
URL https://github.com/joshuaschwab/ltmle
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ltmle")

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...

Functions

AsMatrix Source code
BinaryToCensoring Man page Source code
Bound Source code
CalcCumG Source code
CalcG Source code
CalcGUnboundedToBoundedRatio Source code
CalcIC Source code
CalcIPTW Source code
CalcInterventionMatchArray Source code
CalcUncensoredMatrix Source code
CheckForVarianceWarning Source code
CheckInputs Source code
CheckVarianceEstimateRatio Source code
CleanData Source code
ConvertCensoringNodeToBinary Source code
ConvertCensoringNodes Source code
ConvertToMainTerms Source code
CreateInputs Source code
CreateLYNodes Source code
CreateNodes Source code
Estimate Source code
EstimateG Source code
EstimateTime Source code
EstimateVariance Source code
FinalizeIC Source code
FitPooledMSM Source code
FixScoreEquation Source code
FixedTimeTMLE Source code
GetABar Source code
GetCI Source code
GetDefaultForm Source code
GetLibrary Source code
GetMSMInputsForLtmle Source code
GetMsmWeights Source code
GetSummary Source code
GetSummaryLtmleMSMInfo Source code
GetWarningsToSuppress Source code
HouseholdIC Source code
InterventionMatch Source code
IsBinary Source code
IsDeterministic Source code
IsDeterministicG Source code
IsUncensored Source code
LhsVars Source code
LogitScale Source code
LtmleFromInputs Source code
LtmleMSMFromInputs Source code
MainCalcs Source code
MaintainControl Man page Source code
MaintainTreatment Man page Source code
MakePosDef Source code
Mode Source code
NodeToIndex Source code
NormalizeIC Source code
PrintCall Source code
PrintSummary Source code
RegimesFromAbar Source code
ReorderFits Source code
RhsVars Source code
Scale Source code
SetA Source code
SetSeedIfRegressionTesting Source code
SubsetNodes Source code
SuppressGivenWarnings Source code
TransformOutcomes Source code
UpdateQ Source code
VarianceAvailableWarning Source code
deterministic.Q.function_template Man page Source code
deterministic.g.function_template Man page Source code
drop3 Source code
dropn Source code
is.equal Source code
ltmle Man page Source code
ltmle-package Man page
ltmle.glm Source code
ltmle.glm.fit Source code
ltmle.sg Source code
ltmleMSM Man page Source code
print.ltmle Man page Source code
print.ltmleEffectMeasures Man page Source code
print.ltmleMSM Man page Source code
print.summary.ltmle Man page Source code
print.summary.ltmleEffectMeasures Man page Source code
print.summary.ltmleMSM Man page Source code
release_questions Source code
repmat Source code
rexpit Source code
safe.solve Source code
sampleDataForLtmleMSM Man page
sseq Source code
sub2ind Source code
summary.ltmle Man page Source code
summary.ltmleEffectMeasures Man page Source code
summary.ltmleMSM Man page Source code

Files

tests
tests/testthat
tests/testthat/test_IDs.R
tests/testthat/test-print.summary.ltmleMSM.R
tests/testthat/test-GeneralUtilities.R
tests/testthat/test-CleanData.R
tests/testthat/test-BaselineCovMSM.R
tests/testthat/test-BinaryToCensoring.R
tests/testthat/test-(init).R
tests/testthat/test-summary.ltmle.R
tests/testthat/test-print.R
tests/testthat/test-AbarAndRegimes.R
tests/testthat/test-CheckInputs.R
tests/testthat/test-random.R
tests/testthat/test-GetDefaultForm.R
tests/testthat/test-ErrorHandling.R
tests/testthat/test-EstimateVariance.R
tests/testthat/test-DeterministicFunctions.R
tests/testthat/test-Weights.R
tests/test-all.R
NAMESPACE
NEWS
data
data/sampleDataForLtmleMSM.RData
R
R/BinaryToCensoring.R
R/DeterministicFunctions.R
R/GeneralUtilities.R
R/ltmle.R
R/ltmle_sg.R
R/ltmle-package.R
R/zzz.R
README.md
MD5
DESCRIPTION
man
man/ltmle.Rd
man/sampleDataForLtmleMSM.Rd
man/deterministic.g.function_template.Rd
man/BinaryToCensoring.Rd
man/ltmle-package.Rd
man/summary.ltmle.Rd
ltmle documentation built on May 29, 2017, 5:52 p.m.