Description Usage Arguments Details Value

Fit the generalized linear model under a constraint.

Generate a list of option values.

1 2 3 4 |

`x` |
A model matrix. |

`y` |
fault An integer vector for the number of faults detected in time intervals. The fault detected just at the end of time interal is not counted. |

`coef` |
A numeric vector indicating starting coefficients. |

`offset` |
An integer. This can be used to specify an a priori known component to be included in the linear predictor during fitting. This should be NULL or a numeric vector of length equal to the number of cases. |

`family` |
A description of the error distribution and link function to be used in the model. |

`lambda` |
A numeric value indicating the penalized parameter. When lambda = 0, coefficients are unconstraint. |

`K` |
A matrix to detect the contraint structure. The default is an identity matrix. |

`control` |
A list of control parameters. See Details. |

`...` |
Other parameters. |

The control argument is a list that can supply any of the following components:

- maxiter
An integer for the maximum number of iterations.

- reltol
A numeric value. The algorithm stops if the relative error is less than

*reltol*and the absolute error is less than*abstol*.- abstol
A numeric value. The algorithm stops if the relative error is less than

*reltol*and the absolute error is less than*abstol*.- stopcond
A character string.

*stopcond*gives the criterion for the stop condition of the algorithm. Either llf or parameter is selected.- trace
A logical. If TRUE, the intermediate parameters are printed.

- printsteps
An integer for print.

A list with components;

`initial` |
A vector for initial parameters. |

`srm` |
A class of NHPP. The SRM with the estiamted parameters. |

`llf` |
A numeric value for the maximum log-likelihood function. |

`df` |
An integer for degrees of freedom. |

`convergence` |
A boolean meaning the alorigthm is converged or not. |

`iter` |
An integer for the number of iterations. |

`aerror` |
A numeric value for absolute error. |

`rerror` |
A numeric value for relative error. |

`ctime` |
A numeric value for computation time. |

`call` |
The method call. |

A list of options.

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