Estimating Regularized Multi-state Models Using L1 Penalties

buildrisksets | Calculation of risksets needed for partial likelihood... |

dapproxpenalty | First derivative of the locally quadratic approximated... |

ddlpl | ddlpl. |

dlpl | First derivative of the Log Partial Likelihood. |

dpenaltyfunction | First derivative of the penalty function. |

fishercpp | Fisher information matrix of the log partial likelihood of a... |

fisherinfo | Fisher information matrix of the log partial likelihood of a... |

fisherinfoP | Fisher information matrix of the Poisson log likelihood. |

llP | Log Likelihood for Poisson Regression. |

lpl | Log Partial Likelihood. |

penaltymatrix | Penalty matrix for L1 penalized estimation of multistate... |

penMSM | penMSM. |

plmatrix | plmatrix. |

scorevector | Score vector of the log partial likelihood of a multistate... |

scorevectorP | Score vector of the Poisson log likelihood. |

sF | Score vector and Fisher information matrix of the Poisson log... |

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