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The Generalized Birthday Problem

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Abstract

Many researchers deal with data that can be viewed as a series of trials, each with two possible outcomes. We will arbitrarily label the two alternative possible outcomes of a trial as success and failure. The maximum number within any m contiguous trials within the N trials, denoted Sm, is called the scan statistic. For the special case where Sm = m, a success run of length m has occurred within the N trials. For the general case where Sm= k, a quota of at least k successes within m consecutive trials has occurred.


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