The Annals of Applied Probability · 1997 · 491 citations · 27 references
Natural SciencesComputer ScienceMathematicsComputational GeometryProbability TheoryStochastic ProcessesLaw Of Large NumbersLimit TheoremsNearest Neighbor GraphsRandom Graph TheoryWeak Convergence Of Stochastic Processes
For n points placed uniformly at random on the unit square, suppose $M_n$ (respectively, $M'_n$) denotes the longest edge-length of the nearest neighbor graph (respectively, the minimal spanning tree) on these points. It is known that the distribution of $n \pi M_n^2 - \log n$ converges weakly to the double exponential; we give a new proof of this. We show that $P[M'_n = M_n] \to 1$, so that the same weak convergence holds for $M'_n$ .
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Markov Processes: Characterization and Convergence.
Andris Abakuks, S. N. Ethier, Thomas G. Kurtz · Biometrics · 1987 · 4.5K citations