A computer program for determining optimal data transformations minimizing skew |
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Authors: | William P. Dunlap John A. Duffy |
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Affiliation: | 1. Department of Psychology, Tulane University, 70118, New Orleans, Louisiana
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Abstract: | A program is presented that solves for an optimal transformation of data that minimizes skew. Various possible transformations are represented by a function that depends upon a single parameter, λ. A process of iterative approximations is employed to find a value of λ that will transform the data so as to produce a third moment equal to zero. The transformation found by this process may be used as computed or used to indicate which of the commonly employed transformations will most adequately counteract skew. The use of this program in processing data before analysis of variance is discussed. |
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