Note on a clustering problem

Author:

Saperstein B.

Abstract

Consider the clustering statistic, k* defined to be the maximum number of 1's to appear within any m consecutive positions in a random arrangement of a 1's and M–a 0's. Pr(k* – k) was found for the case k ≧ ½ a by the author [4], and then for m/M = 1/L, L an integer, by Naus [3]. Here, we generalise Naus's method to obtain the distribution of k* under no special restrictions on a, k, m or M.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference6 articles.

1. The Generalized Birthday Problem

2. Probabilities for a Generalized Birthday Problem

3. Note that the principal argument leading to (2) — that La is identically 0, because the set, is composed of ‘pairs’ of realisations having opposite sign (σ)'s - is valid only if the restriction, is imposed for all i. It may be seen, however, that if the restriction is imposed only for certain i, e.g., i = L′ + 1 and L′, there will be ‘pairs’ of realisations in only one of whose members satisfies the restriction. Since the determinant, |e′ij |, considers only realisations satisfying the restriction, these ‘pairs’ would not cancel each other out, as they must if |e′ij | is to count precisely those realisations having no coincidences.

4. Hwang F. K. (1974) A discrete clustering problem. Unpublished memorandum.

5. Defined by first choosing the lowest value of j. and then the corresponding lowest value of i such that xi(j) = x i − 1 (j).

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