Likelihood-based boosting approach to fit flexible, structured survival models with component-wise linear or P-spline base-learners. Variable selection and model choice are built in features.

Author | Benjamin Hofner |

Date of publication | None |

Maintainer | Benjamin Hofner <benjamin.hofner@imbe.med.uni-erlangen.de> |

License | GPL-2 |

Version | 0.7-0 |

**bbs:** P-Spline Base-Learner for CoxFlexBoost

**bols:** Linear Base-Learner for CoxFlexBoost

**boost_control:** Specify Controls for the Boosting Algorithm

**cfboost:** Likelihood Based Boosting for Flexible, Structured Survival...

**CoxFlexBoost-package:** CoxFlexBoost: Boosting Flexible Cox Models (with Time-Varying...

**crossvalidation:** Cross-Validation

**freq.sel:** Extracts the Frequency of Selection for Base-Learners

**methods:** (Generic) Functions for cfboost Objects

**mstop:** Function to Extract (Optimal) Stopping Iteration

**predict.cfboost:** Predictions (for New Observations)

**risk:** Methods to Extract and Plot the (Minimal) Risk

**rSurvTime:** Simulate Arbitrary Survival Times

CoxFlexBoost

CoxFlexBoost/R

CoxFlexBoost/R/risk.R
CoxFlexBoost/R/bols.R
CoxFlexBoost/R/integr_fisher.R
CoxFlexBoost/R/rSurvTime.R
CoxFlexBoost/R/methods.R
CoxFlexBoost/R/helpers.R
CoxFlexBoost/R/bbs.R
CoxFlexBoost/R/cfboost.R
CoxFlexBoost/R/PMLE.R
CoxFlexBoost/R/mstop.R
CoxFlexBoost/R/integr.R
CoxFlexBoost/R/crossvalidation.R
CoxFlexBoost/R/integr_score.R
CoxFlexBoost/NAMESPACE

CoxFlexBoost/inst

CoxFlexBoost/inst/CHANGES

CoxFlexBoost/DESCRIPTION

CoxFlexBoost/man

CoxFlexBoost/man/boost_control.Rd
CoxFlexBoost/man/cfboost.Rd
CoxFlexBoost/man/rSurvTime.Rd
CoxFlexBoost/man/crossvalidation.Rd
CoxFlexBoost/man/risk.Rd
CoxFlexBoost/man/predict.cfboost.Rd
CoxFlexBoost/man/bols.Rd
CoxFlexBoost/man/CoxFlexBoost-package.Rd
CoxFlexBoost/man/mstop.Rd
CoxFlexBoost/man/methods.Rd
CoxFlexBoost/man/bbs.Rd
CoxFlexBoost/man/freq.sel.Rd
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