API for EMLasso
Fit (logistic) LASSO when there is missing data in the predictors
| Global functions | |
|---|---|
| .clearEML | Source code |
| .debugtxt | Source code |
| .emlasso_debugEML | Source code |
| .emlasso_debugmode | Source code |
| .getEML | Source code |
| .getEMLProp | Source code |
| .isEMLassoDebugging | Source code |
| .loadEML | Source code |
| .only.cv.reg | Source code |
| .predAndEvalGLN | Source code |
| .predAndEvalGLNS | Source code |
| .saveEML | Source code |
| .setEML | Source code |
| .setEMLProp | Source code |
| EMLasso | Man page Source code |
| EMLasso-class | Man page |
| EMLasso-package | Man page |
| EMLasso.1l | Man page Source code |
| EMLasso.1l.param | Man page Source code |
| EMLasso.glmnet | Man page |
| EMLasso.glmnet-class | Man page |
| EMLasso.lognet | Man page |
| EMLasso.lognet-class | Man page |
| EMLasso1l | Man page |
| EMLasso1l-class | Man page |
| EMLassoFromDir | Man page Source code |
| EMLassoGLoMo | Man page |
| EMLassoGLoMo-class | Man page |
| EMLassoGLoMoImputationData | Man page |
| EMLassoGLoMoImputationData-class | Man page |
| SamplingReusablesGLoMo | Man page |
| SamplingReusablesGLoMo-class | Man page |
| [.EMLasso.1l.param | Man page |
| [.LambdaHelper | Man page |
| `[.EMLasso.1l.param` | Source code |
| `[.LambdaHelper` | Source code |
| acceptOrRejectFunction | Man page Source code |
| acceptOrRejectFunction.default | Man page Source code |
| acceptOrRejectFunction.lognet | Man page Source code |
| checkConvergence.glmnet | Man page Source code |
| collectImputationModels | Man page Source code |
| collectImputationModels.EMLassoGLoMo | Man page Source code |
| completeMarginal | Man page Source code |
| completeMarginal.default | Man page Source code |
| completeMarginal.function | Man page Source code |
| constButWarnFunction | Man page Source code |
| convergenceCheckCreator | Man page Source code |
| convergenceDiagnostics | Man page Source code |
| crossValidate | Man page Source code |
| crossValidate.EMLassoGLoMo | Man page Source code |
| cv.EMLasso.lognet | Man page |
| cv.EMLassoGLoMo-class | Man page |
| cv.MI.logreg | Man page Source code |
| cv.MI.logreg-class | Man page |
| findReasonableLambdaHelper | Man page Source code |
| fit.glmnet | Man page Source code |
| fit.lognet | Man page Source code |
| fit.logreg | Man page Source code |
| getLambdas | Man page Source code |
| getLambdas.LambdaHelper | Man page Source code |
| getLambdas.lambdaregion | Man page Source code |
| getMinMaxPosLikeGlmnet | Man page Source code |
| getMinMaxPosLikeGlmnet.cv.glmnet | Man page Source code |
| getMinMaxPosLikeGlmnet.default | Man page Source code |
| getSafeFunction | Man page Source code |
| getSafeFunction.default | Man page Source code |
| getSafeFunction.unsafefunction | Man page Source code |
| getUnsafeFunction | Man page Source code |
| getUnsafeFunction.default | Man page Source code |
| getUnsafeFunction.unsafefunction | Man page Source code |
| illegalToSmryLegalFunction | Man page Source code |
| illegals2Null | Man page Source code |
| illegalsCalculatedConstCountered | Man page Source code |
| illegalsCountered | Man page Source code |
| imputeDs2FitDs | Man page Source code |
| imputeDs2FitDs.default | Man page Source code |
| imputeDs2FitDs.dfrConversionProps | Man page Source code |
| imputeDs2FitDs.dfrConversionPropsEx | Man page Source code |
| imputeDs2FitDsProps | Man page Source code |
| imputeDs2FitDsProps.default | Man page Source code |
| imputeDs2FitDsProps.normalImputationConversion | Man page Source code |
| interactionAdderAllNonSelf | Man page Source code |
| isIllegal | Man page Source code |
| length.EMLasso.1l.param | Man page Source code |
| lognetProbabilityReusable | Man page Source code |
| logregLikeGlmnet | Man page Source code |
| marginalCompleted | Man page |
| marginalCompleted-class | Man page |
| marginalCompleter | Man page Source code |
| newIllegals | Man page Source code |
| normalImputationConversion | Man page Source code |
| normalImputationConversion-class | Man page |
| outcomeModelValidationReusables | Man page Source code |
| outcomeModelValidationReusables.default | Man page Source code |
| outcomeModelValidationReusables.lognet | Man page Source code |
| plotCoefConvergence | Man page Source code |
| postProcessEMLasso | Man page Source code |
| postProcessEMLasso.GLoMo | Man page Source code |
| postProcessEMLasso.default | Man page Source code |
| postProcessEMLasso1l | Man page Source code |
| postProcessEMLasso1l.default | Man page Source code |
| postProcessEMLasso1l.lognet | Man page Source code |
| predict.EMLassoGLoMoImputationData | Man page Source code |
| predictProb | Man page Source code |
| predictProb.lognetProbabilityReusable | Man page Source code |
| predictorModelSamplingReusables | Man page Source code |
| predictorModelSamplingReusables.GLoMo | Man page Source code |
| print.unsafefunction | Man page Source code |
| removeIllegals | Man page Source code |
| removeScaling | Man page Source code |
| removeScaling.default | Man page Source code |
| removeScaling.dfrConversionPropsEx | Man page Source code |
| repeatedPredictedProbAUC | Man page Source code |
| repeatedlyPredictOut | Man page Source code |
| retrieveLambdas | Man page Source code |
| retrieveLambdas.default | Man page Source code |
| retrieveLambdas.smartLambdaRetriever | Man page Source code |
| sampleConditional | Man page Source code |
| sampleConditional.GLoMo | Man page Source code |
| sampledConditionally | Man page |
| sampledConditionally-class | Man page |
| sampledConditionallyGLomo | Man page |
| sampledConditionallyGLomo-class | Man page |
| setDebugmodeEMLasso | Man page Source code |
| simplyValidate | Man page Source code |
| simplyValidate.EMLassoGLoMo | Man page Source code |
| smartLambdaRetriever | Man page Source code |
| smartLambdaRetriever-class | Man page |
| specialLegalX | Man page Source code |
| sv.EMLasso.lognet | Man page |
| sv.EMLassoGLoMo-class | Man page |
| thresHolding | Man page Source code |
| typicalScaleAndCenter | Man page Source code |
| typicalTransformations | Man page Source code |
| unsafefunction | Man page |
| unsafefunction-class | Man page |
| validateFunction.lognet | Man page Source code |
