High Dimensional Geometry, Set Operations, Projection, and Inference Using Kernel Density Estimation, Support Vector Machines, and Convex Hulls

copy_param_hypervolume | Generate hypervolumes using pre-existing parameters |

estimate_bandwidth | Kernel bandwidth estimators for hypervolumes |

expectation_ball | Hypersphere expectation |

expectation_box | Hyperbox expectation |

expectation_convex | Convex expectation |

expectation_maximal | Maximal expectation |

get_centroid | Get centroid of hypervolume or hypervolume list |

get_centroid_weighted | Get weighted centroid of hypervolume or hypervolume list. |

get_volume | Extract volume |

hypervolume | Hypervolume construction methods |

hypervolume_box | Hypervolume construction via hyperbox kernel density... |

Hypervolume-class | Class '"Hypervolume"' |

hypervolume_distance | Distance between two hypervolumes |

hypervolume_estimate_probability | Estimate probability a given location |

hypervolume_funnel | Hypervolumes at different sample sizes |

hypervolume_gaussian | Hypervolume construction via Gaussian kernel density... |

hypervolume_general_model | Generates hypervolume by sampling from arbitrary model... |

hypervolume_holes | Hole detection |

hypervolume_inclusion_test | Inclusion test |

hypervolume_join | Concatenate hypervolumes |

HypervolumeList-class | Class '"HypervolumeList"' |

hypervolume_n_occupancy | Operations for groups of hypervolumes |

hypervolume_n_occupancy_permute | Hypervolumes through permuting labels of n pairwise groups of... |

hypervolume_n_occupancy_test | Significance of random points occupancy |

hypervolume_overlap_confidence | Confidence intervals for overlap statistics |

hypervolume_overlap_statistics | Overlap statistics for set operations (Sorensen, Jaccard,... |

hypervolume_overlap_test | Null distribution for overlap statistics |

hypervolume-package | High Dimensional Geometry, Set Operations, Projection, and... |

hypervolume_permute | Hypervolumes through permuting data of two hypervolumes |

hypervolume_project | Geographical projection of hypervolume for species... |

hypervolume_prune | Removes small hypervolumes from a HypervolumeList |

hypervolume_redundancy | Redundancy of a point in a hypervolume |

hypervolume_resample | Hypervolume resampling methods |

hypervolume_save_animated_gif | Saves animated GIF of three-dimensional hypervolume plot. |

hypervolume_segment | Segments a hypervolume into multiple separate hypervolumes. |

hypervolume_set | Set operations (intersection / union / unique components) |

hypervolume_set_n_intersection | Multi-way set intersection |

hypervolume_svm | Hypervolume construction via one-class support vector machine... |

hypervolume_thin | Reduces the number of random points in a hypervolume |

hypervolume_threshold | Thresholds hypervolume and calculates volume quantile... |

hypervolume_variable_importance | Hypervolume variable importance |

morphSnodgrassHeller | Morphological data for Darwin's finches |

padded_range | Generates axis-wise range limits with padding |

plot.Hypervolume | Plot a hypervolume or list of hypervolumes |

print.Hypervolume | Print summary of hypervolume |

quercus | Data and demo for Quercus (oak) tree distributions |

summary.Hypervolume | Summary of hypervolume |

to_hv_list | Read hypervolumes from directory |

weight_data | Abundance weighting and prior of data for hypervolume input |

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