Man pages for tmle.npvi
Targeted Learning of a NP Importance of a Continuous Exposure
| as.character.NPVI | Returns a Description |
| extractW | Extracts W Columns from Matrix of Observations |
| extractXW | Removes the Y Column from Matrix of Observations |
| getHistory.NPVI | Returns History of TMLE Procedure |
| getLightFit | Makes Lighter Fitted Object |
| getObs.NPVI | Retrieves the Observations |
| getPsi.NPVI | Returns Current Estimator |
| getPsiSd.NPVI | Returns Current Estimated Standard Deviation of the Estimator |
| 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.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 |
