Man pages for tmle.npvi
Targeted Learning of a NP Importance of a Continuous Exposure

as.character.NPVIReturns a Description
extractWExtracts W Columns from Matrix of Observations
extractXWRemoves the Y Column from Matrix of Observations
getHistory.NPVIReturns History of TMLE Procedure
getLightFitMakes Lighter Fitted Object
getObs.NPVIRetrieves the Observations
getPsi.NPVIReturns Current Estimator
getPsiSd.NPVIReturns Current Estimated Standard Deviation of the Estimator
getPValue.matrixCalculates a p-value from a matrix object of type 'history'
getPValue.NPVICalculates a p-value from a NPVI object
getSampleGenerates Simulated Data
learnCondExpX2givenWEstimation of Cond. Expect. of X^2 Given W
learnCondExpXYgivenWEstimation of Cond. Expect. of XY Given W
learnDevGEstimation of Cond. Expect. of ((X==0)-gW)*effIC1 Given W
learnDevMuEstimation of Cond. Expect. of (X-muW)*effIC1 Given W
learnDevThetaEstimation of Cond. Expect. of (Y-thetaXW)^2 Given (X,W)
learnGEstimation of Cond. Prob. of X=x_0 Given W
learningLiblearningLib
learnMuAuxEstimation of Cond. Expect. of X Given (X!=x_0, W)
learnThetaEstimation of Cond. Expect. of Y given (X,W)
predict.SL.glm.condExpX2givenWSL Wrapper for Estimation of Cond. Expect. of X^2 Given W
predict.SL.glm.condExpXYgivenWSL Wrapper for Estimation of Cond. Expect. of XY Given W
predict.SL.glm.gSL Wrapper for Estimation of Cond. Prob. of X=0 Given W
predict.SL.glm.thetaSL Wrapper for Estimation of Cond. Expect. of Y Given (X,W)
setConfLevel.NPVISets Confidence Level
SL.glm.condExpX2givenWSL Wrapper for Estimation of Cond. Expect. of X^2 Given W
SL.glm.condExpXYgivenWSL Wrapper for Estimation of Cond. Expect. of XY Given W
SL.glm.gSL Wrapper for Estimation of Cond. Prob. of X=0 Given W
SL.glm.thetaSL Wrapper for Estimation of Cond. Prob. of X=0 Given W
superLearningLibsuperLearningLib
tcga2012brcaSample breast cancer data from TCGA
tmle.npvi.Targeted Minimum Loss Estimation of NPVI
tmle.npvi documentation built on May 29, 2017, 9:33 a.m.