Probability of observing r NN distances at distance c, all previous NN distances at distance < c and all following NN distances at a distance > c
Usage
parameters(r, i0, c, N)
kr(r, i0, c)
Arguments
r
the number of points that are at the same distance c
i0
which i0-th nearest neighbour we are considering.
c
the distance of the i-th nearest neighbour
N
sample size
Value
for kr the number of possibilities to place r points onto the same distance when we already observed i0 points at a smaller distancefor parameters the probability of observing r NN distances at distance c, all previous NN distances at distance < c and all following NN distances at a distance > c