# Targeted Learning of a NP Importance of a Continuous Exposure

## Documentation for package ‘tmle.npvi’ version 0.10.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

as.character | Returns a Description
as.character.NPVI | Returns a Description
extractW | Extracts W Columns from Matrix of Observations
extractXW | Removes the Y Column from Matrix of Observations
getHistory | Returns History of TMLE Procedure
getHistory.NPVI | Returns History of TMLE Procedure
getLightFit | Makes Lighter Fitted Object
getObs | Retrieves the Observations
getObs.NPVI | Retrieves the Observations
getPsi | Returns Current Estimator
getPsi.NPVI | Returns Current Estimator
getPsiSd | Returns Current Estimated Standard Deviation of the Estimator
getPsiSd.NPVI | Returns Current Estimated Standard Deviation of the Estimator
getPValue | Calculates a p-value from a matrix object of type 'history'
getPValue.matrix | Calculates a p-value from a matrix object of type 'history'
getPValue.NPVI | Calculates a p-value from a NPVI object
getSample | Generates Simulated Data
learnCondExpX2givenW | Estimation of Cond. Expect. of X^2 Given W
learnCondExpXYgivenW | Estimation of Cond. Expect. of XY Given W
learnDevG | Estimation of Cond. Expect. of ((X==0)-gW)*effIC1 Given W
learnDevMu | Estimation of Cond. Expect. of (X-muW)*effIC1 Given W
learnDevTheta | Estimation of Cond. Expect. of (Y-thetaXW)^2 Given (X,W)
learnG | Estimation of Cond. Prob. of X=x_0 Given W
learningLib | learningLib
learnMuAux | Estimation of Cond. Expect. of X Given (X!=x_0, W)
learnTheta | Estimation of Cond. Expect. of Y given (X,W)
predict.SL.glm.condExpX2givenW | SL Wrapper for Estimation of Cond. Expect. of X^2 Given W
predict.SL.glm.condExpXYgivenW | SL Wrapper for Estimation of Cond. Expect. of XY Given W
predict.SL.glm.g | SL Wrapper for Estimation of Cond. Prob. of X=0 Given W
predict.SL.glm.theta | SL Wrapper for Estimation of Cond. Expect. of Y Given (X,W)
setConfLevel | Sets Confidence Level
setConfLevel.NPVI | Sets Confidence Level
SL.glm.condExpX2givenW | SL Wrapper for Estimation of Cond. Expect. of X^2 Given W
SL.glm.condExpXYgivenW | SL Wrapper for Estimation of Cond. Expect. of XY Given W
SL.glm.g | SL Wrapper for Estimation of Cond. Prob. of X=0 Given W
SL.glm.theta | SL Wrapper for Estimation of Cond. Prob. of X=0 Given W
superLearningLib | superLearningLib
tcga2012brca | Sample breast cancer data from TCGA
tmle.npvi | Targeted Minimum Loss Estimation of NPVI