Man pages for benkeser/haltmle.sim
Simulation study for HAL-TMLE
| bernoulliW | bernoulliW |
| bernoulliWCor | bernoulliWCor |
| bernoulliWCorParm | bernoulliWCorParm |
| bernoulliWParm | bernoulliParm |
| binomialFracW | binomialFracW |
| binomialFracWParm | binomialWParm |
| binomialW | binomialW |
| binomialWParm | binomialWParm |
| cubicSplineUni | cubicSplineUni |
| cubicSplineUniParm | cubicSplineUniParm |
| dNormAddBiv | dNormAddBiv |
| dNormAddBivParm | dNormAddBivParm |
| dNormAddQuad | dNormAddQuad |
| dNormAddQuadParm | dNormAddBivParm |
| dNormAddTri | dNormAddTri |
| dNormAddTriParm | dNormAddBivParm |
| dNormMixUni | dNormMixUni |
| dNormMixUniParm | dNormMixUniParm |
| dNormMultBiv | dNormMultBiv |
| dNormMultBivParm | dNormMultBivParm |
| dNormMultJump1Quad | dNormMultJump1Quad |
| dNormMultJump1QuadParm | dNormMultQuadParm |
| dNormMultJump1Tri | dNormMultJump1Tri |
| dNormMultJump1TriParm | dNormMultTriParm |
| dNormMultJump2Quad | dNormMultJump2Quad |
| dNormMultJump2QuadParm | dNormMultJump2QuadParm |
| dNormMultJump2Tri | dNormMultJump2Tri |
| dNormMultJump2TriParm | dNormMultJump2TriParm |
| dNormMultJumpBiv | dNormMultJumpBiv |
| dNormMultJumpBivParm | dNormMultJumpBivParm |
| dNormMultQuad | dNormMultQuad |
| dNormMultQuadParm | dNormMultQuadParm |
| dNormMultTri | dNormMultTri |
| dNormMultTriParm | dNormMultTriParm |
| dNormUni | dNormUni |
| dNormUniParm | dNormUniParm |
| estimate_nuisance | estimate_nuisance |
| findBestSims | findBestSims |
| findWorstSims | findWorstSims |
| gammaErr | gammaErr |
| gammaErrParm | gammaErrParm Generate parameters for 'gammaErr' |
| gammaPointMassW | gammaPointMassW |
| gammaPointMassWParm | gammaWParm Generate parameters for 'gammaDist' |
| gammaW | gammaW |
| gammaWParm | gammaWParm Generate parameters for 'gammaDist' |
| get_dr_tmle | Get drtmles from output of estimate nuisance |
| get_or_fit | Fit a learner on training folds and get predictions on... |
| jumpBiv | jumpBiv |
| jumpBivParm | jumpBivParm |
| jumpQuad | jumpQuad |
| jumpQuadParm | jumpQuadParm |
| jumpTri | jumpTri |
| jumpTriParm | jumpTriParm |
| jumpUni | jumpUni |
| jumpUniParm | jumpUniParm |
| linBiv | linBiv |
| linBivParm | linBivParm |
| linJump1Quad | linJump1Quad |
| linJump1QuadParm | linQuadParm |
| linJump1Tri | linJump1Tri |
| linJump1TriParm | linTriParm |
| linJump2Quad | linJump2Quad |
| linJump2QuadParm | linJump2QuadParm |
| linJump2Tri | linJump2Tri |
| linJump2TriParm | linJump2TriParm |
| linJumpBiv | linJumpBiv |
| linJumpBivParm | linJumpBivParm |
| linQuad | linQuad |
| linQuadParm | linQuadParm |
| linSplineBiv | linSplineBiv |
| linSplineBivParm | linSplineBivParm |
| linSplineUni | linSplineUni |
| linSplineUniParm | linSplineUniParm |
| linTri | linTri |
| linTriParm | linTriParm |
| linUni | linUni |
| linUniParm | linUniParm |
| makeRandomData | makeRandomData |
| makeRandomDataT | makeRandomData |
| normalErr | normalErr |
| normalErrAW | normalErrAW |
| normalErrAWParm | normalErrAWParm |
| normalErrParm | normalErrParm |
| normalPointMassW | normalPointMassW |
| normalPointMassWParm | normalPointMassWParm |
| normalW | normalW |
| normalWCor | normalWCor |
| normalWCorParm | normalWCorParm |
| normalWParm | normalWParm |
| pLogisAddBiv | pLogisAddBiv |
| pLogisAddQuad | pLogisAddQuad |
| pLogisAddQuadParm | pLogisAddQuadParm |
| pLogisAddTri | pLogisAddTri |
| pLogisAddTriParm | pLogisAddTriParm |
| pLogisUni | pLogisUni |
| pLogisUniParm | pLogisUniParm |
| plotBias | plotBias |
| plotCoverage | plotCoverage |
| plotDiff | plotDiff |
| plot.makeRandomData | plot.makeRandomData |
| plotSamplingDist | plotSamplingDist |
| polyBiv | polyBiv Simulate a polynomial bivariate relationship |
| polyBivParm | polyBivParm |
| polyJump1Quad | polyJump1Quad Simulate a polynomial trivariate relationship |
| polyJump1QuadParm | polyQuadParm |
| polyJump1Tri | polyJump1Tri Simulate a polynomial trivariate relationship |
| polyJump1TriParm | polyTriParm |
| polyJump2Quad | polyJump2Quad Simulate a polynomial trivariate relationship |
| polyJump2QuadParm | polyJump2QuadParm |
| polyJump2Tri | polyJump2Tri Simulate a polynomial trivariate relationship |
| polyJump2TriParm | polyJump2TriParm |
| polyJumpBiv | polyJumpBiv Simulate a polynomial bivariate relationship |
| polyJumpBivParm | polyJumpBivParm |
| polyQuad | polyQuad Simulate a polynomial trivariate relationship |
| polyQuadParm | polyQuadParm |
| polyTri | polyTri Simulate a polynomial trivariate relationship |
| polyTriParm | polyTriParm |
| polyUni | polyUni |
| polyUniParm | polyUniParm |
| qGammaUni | qGammaUni |
| qGammaUniParm | qGammaUniParm |
| remakeRandomData | remakeRandomData |
| sinBiv | sinBiv |
| sinBivParm | sinBivParm |
| sinJump1Quad | sinJump1Quad |
| sinJump1QuadParm | sinJump1QuadParm |
| sinJump1Tri | sinJump1Tri |
| sinJump1TriParm | sinJump1TriParm |
| sinJump2Quad | sinJump2Quad |
| sinJump2QuadParm | sinJump2QuadParm |
| sinJump2Tri | sinJump2Tri |
| sinJump2TriParm | sinJump2TriParm |
| sinJumpBiv | sinJumpBiv |
| sinJumpBivParm | sinJumpBivParm |
| sinQuad | sinQuad |
| sinQuadParm | sinQuadParm |
| sinTri | sinTri |
| sinTriParm | sinTriParm |
| sinUni | sinUni |
| sinUniParm | sinUniParm |
| SL.caretMod | SL.caretMod |
| SL.gamSpline.caretMod | SL.gamSpline.caretMod |
| SL.gbm.caretMod | SL.gbm.caretMod |
| SL.glmnet.caretMod | SL.glmnet.caretMod |
| SL.nnet.caretMod | SL.nnet.caretMod |
| SL.randomGLM.caretMod | SL.randomGLM.caretMod Uses SL.caretMod with five-fold CV to... |
| SL.rf.caretMod | SL.rf.caretMod |
| SL.rpart.caretMod | SL.rpart.caretMod |
| SL.svmLinear.caretMod | SL.svmLinear.caretMod Uses SL.caretMod to train a linear svm... |
| summarizeBias | summarizeBias |
| summarizeCoverage | summarizeCoverage |
| summary.makeRandomData | summary.makeRandomData |
| uniformErr | uniformErr |
| uniformErrAW | uniformErrAW |
| uniformErrAWParm | uniformErrAWParm |
| uniformErrParm | uniformErrParm |
| uniformW | uniformW |
| uniformWCor | uniformWCor |
| uniformWCorParm | uniformWParm Generate parameters for 'uniformParm' (smaller... |
| uniformWParm | uniformWParm |
