On Probabilities of Misclassification Related to Logit-normal Distribution

Awogbemi Clement Adeyeye; Urama Kenny Ugochukwu

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On Probabilities of Misclassification Related to Logit-normal Distribution

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Publication Date: 2020-10-09

Volume/Issue: Volume 3, Issue 4 (2020)

Page No: 72 - 77

Journal: African Journal of Mathematics and Statistics Studies

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Abstract:

The probabilities of misclassification associated with logit-normal distribution are studied in this work by examining the logistic transformation on normally distributed random variables. The distribution theory and rules in respect of logit-normal distribution for conditional and expected probabilities of misclassification are also considered. While the probability density function (pdf) of conditional probability is generated, the expected probability of misclassification is approximately established.

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All articles are published open access under the Creative Commons Attribution 4.0 International (CC BY 4.0) licence, which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, including for commercial purposes, provided appropriate credit is given to the original author(s) and source.

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Copyrights

Authors retain copyright in their articles and have unrestricted rights to reuse, republish, archive, share, and distribute their work after publication.
All articles are published open access under the Creative Commons Attribution 4.0 International (CC BY 4.0) licence, which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, including for commercial purposes, provided appropriate credit is given to the original author(s) and source.