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375 – Contributed Oral Poster Presentations: Section on Physical and Engineering Sciences

A Follow-up to the Range Disparity Distribution and Its Applications

Sponsor: Section on Nonparametric Statistics
Keywords: Probability Distribution, Central Tendency, Range, Sample Distributions, Exceptional Values

Lawrence Marinucci

Acorda Therapeutics, Inc.

Paul Lupinacci

Villanova University

Joel Waksman

Brightech International

Tai Xie

Brightech International

Conventionally, inferential statistics focuses on measures of central tendency, eg, the population mean. Little attention is given to differences in the range of sample distributions, and the range is often associated with exceptional values. Under certain circumstances, effects visible at the edges of a sample distribution may provide more sensitive and even more meaningful measures of differences between populations than the difference in means. In this paper we introduce the Range Disparity Distribution (RDD) to describe the probability that a given number of items in one set fall outside the range of all the items in another set on a given measure. Here we define the RDD, prove that it is a probability distribution, and then proceed to derive the mean and variance. We also provide a statistical test comparing two groups based on the RDD.

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