SL Wrapper for Estimation of Cond. Prob. of X=0 Given W
SL Wrapper for Estimation of Cond. Expect. of X^2 Given W
SL Wrapper for Estimation of Cond. Expect. of XY Given W
SL Wrapper for Estimation of Cond. Prob. of X=0 Given W
Returns a Description
Retrieves the Observations
Estimation of Cond. Expect. of X Given (X!=x_0, W)
Sets Confidence Level
Estimation of Cond. Expect. of (X-muW)*effIC1 Given W
Estimation of Cond. Prob. of X=x_0 Given W
Estimation of Cond. Expect. of Y given (X,W)
Estimation of Cond. Expect. of X^2 Given W
Generates Simulated Data
Targeted Minimum Loss Estimation of NPVI
predict.SL.glm.condExpXYgivenW
SL Wrapper for Estimation of Cond. Expect. of XY Given W
predict.SL.glm.condExpX2givenW
SL Wrapper for Estimation of Cond. Expect. of X^2 Given W
Returns Current Estimator
superLearningLib
Calculates a p-value from a NPVI object
Makes Lighter Fitted Object
Removes the Y Column from Matrix of Observations
Estimation of Cond. Expect. of ((X==0)-gW)*effIC1 Given W
Returns History of TMLE Procedure
Estimation of Cond. Expect. of XY Given W
Estimation of Cond. Expect. of (Y-thetaXW)^2 Given (X,W)
learningLib
Calculates a p-value from a matrix object of type 'history'
Returns Current Estimated Standard Deviation of the Estimator
Extracts W Columns from Matrix of Observations
SL Wrapper for Estimation of Cond. Prob. of X=0 Given W
Sample breast cancer data from TCGA
SL Wrapper for Estimation of Cond. Expect. of Y Given (X,W)