Calculate the p-value for Hopkins statistic Calculate the p-value for Hopkins statistic Under null hypothesis of spatial randomness, Hopkins statistic has a Beta(m,m) distribution, where 'm' is the number of events/points sampled. This function calculates the p-value for the statistic.

Calculate the p-value for Hopkins statistic

Calculate the p-value for Hopkins statistic

Under null hypothesis of spatial randomness, Hopkins statistic has a Beta(m,m) distribution, where 'm' is the number of events/points sampled. This function calculates the p-value for the statistic.

hopkins.pval(x, n)

Arguments

x

Observed value of Hopkins statistic

n

Number of events/points sampled.

Value

A p-value between 0 and 1.

References

Michael T. Gastner (2005). Spatial distributions: Density-equalizing map projections, facility location, and two-dimensional networks. Ph.D. dissertation, Univ. Michigan (Ann Arbor, 2005). http://hdl.handle.net/2027.42/125368

Author

Kevin Wright

Examples

hopkins.pval(0.21, 10) # .00466205
#> [1] 0.00466205