Description Usage Arguments Details Value Author(s) See Also Examples

This function gives the probability of observing the ith nearest neighbour at a distance greater or equal to c and the (i-1)th nearest neighbour at distance a $P(d_i >= c, d_(i-1) = a)$

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`i` |
numeric, which nearest neighbour to consider |

`c` |
vector, the distance at which the ith NN was observed |

`a` |
vector, the distance at which the ith NN was observed. |

`k` |
vector, number of previous NNs at distance a |

`N` |
numeric, size of the dataset |

The probability is calculated by ranking the data and assuming that the data lie on a torus. For details see D<c3><bc>mcke et al. "A novel test for independence derived from an exact distribution of ith nearest neighbours" (manuscript in preparation)

Probability vector, entries with value -1 if the probability does not exist

Sebastian D<c3><bc>mcke [email protected]

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