Density Estimation and Nonparametric Regression on Irregular Regions

addObservations | Input observations for use in the lattice-based density... |

addQuantVar | Input data for Nonparametric Regression smoothing. |

areaRegion | Computes area of a region |

areaRegionExample | A region with two holes |

createDensity | Generates a density using random walks on a lattice. |

createNparReg | Performs nonparametric regression on irregular regions. |

crossvalDensity | UBC crossvalidation for the lattice-based density estimator. |

crossvalNparReg | Crossvalidation for non-parametric regression. |

deletedResid | Deleted residuls for non-parametric regression. |

editLattice | Add or remove links in the lattice |

formLattice | Builds a neighbor structure on the nodes. |

homerange | Produces a homerange map. |

makeTmatrix | Create the transition matrix for the diffusion. |

nodeFilling | Produces a grid of locations inside the region boundary. |

nparExample | Example boundary with a grid of locations |

plot.densityOut | Plot the density map |

plot.formLatticeOutput | Plot the lattice. |

plot.nodeFillingOutput | Plot a nodeFillingOutput object. |

plot.NparRegOut | Plot the non-parametric regression surface. |

plot.varianceMapOut | Plot the standard error map. |

polygon1 | Example boundary with causeway |

predict.NparRegOut | Predictions at data locations from lattice-based... |

removeHole | Removes holes from the region prior to density estimation. |

Tkp | Compute the vector T^k*p |

varianceMap | Spatial variance for the regression smoother. |

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