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An Exact Test of Significance for Means of Samples Drawn from Populations with an Exponential Frequency Distribution

Published online by Cambridge University Press:  01 January 2025

Leon Festinger
Leon Festinger*
Affiliation:
State University of Iowa
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Abstract

The mathematical derivation of a test for determining the fiducial limits of, and significance of difference between, means when the samples are drawn from exponential populations is presented. The test for differences between means takes the particularly simple form of the F test (the ratio of the larger to the smaller mean) with each mean possessed of 2n degrees of freedom, n being the number of cases in the sample. Random sampling, a range of scores upwards from a lower limit of zero, and independence of means from each other are necessary assumptions for the use of the test. Examples of situations in which the test should be used are given, together with a description of the necessary computational procedures. Comparisons of the results of the application of this test with the erroneous application of the critical ratio on actual data show that rather large discrepancies exist between the two tests. Results obtained by applying tests which assume normality to exponential distributions are subject to much error.

Type
Original Paper
Information
Psychometrika , Volume 8 , Issue 3 , September 1943 , pp. 153 - 160
Copyright
Copyright © 1943 The Psychometric Society

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Footnotes

*

From the Iowa Child Welfare Research Station.

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