Point Process Models with LASSO-Type Penalties

BlueMountains | Blue Mountains eucalypt and environmental data. |

diagnose-methods | Methods for function 'diagnose' |

diagnose.ppmlasso | Create diagnostic plots for a fitted point process model. |

envelope-methods | Methods for function 'envelope' |

envelope.ppmlasso | Calculates simulation envelopes for goodness-of-fit |

findRes | Choose spatial resolution for analysis |

getEnvVar | Extract environmental data to presence locations |

griddify | Ensure that a geo-referenced matrix of environmental grids is... |

plotFit | Plot the predicted intensity of a fitted 'ppmlasso' model |

plotPath | Plot of the regularisation path of a 'ppmlasso' model |

pointInteractions | Calculate point interactions for area-interaction models |

ppmdat | Prepare data for model fitting |

ppmlasso | Fit point process models with LASSO penalties |

ppmlasso-class | Class '"ppmlasso"' |

ppmlasso-internal | Internal ppmlasso functions |

ppmlasso-package | PPM-LASSO: Point process models with LASSO-type penalties |

predict-methods | Methods for function 'predict' |

predict.ppmlasso | Prediction to new data from a fitted regularisation path |

print-methods | Methods for function 'print' |

print.ppmlasso | Print a fitted regularisation path |

sampleQuad | Generate regular grid of quadrature points with environmental... |

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