Tests of fit for the power function lognormal distribution.
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- Record sourced from PubMed, PMID 38386634.
- Also identified by DOI 10.1371/journal.pone.0298309 and PMC identifier 10883551.
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Abstract
In this study, tests of fit for the power function lognormal distribution is considered. The probability plot, probability plot correlation coefficient, and goodness-of-fit tests-the Kolmogorov-Smirnov (KS), Cramér-von Mises (CvM), and Anderson-Darling (AD) tests are provided. Tables of critical values are presented by using simulation techniques, and the AD test outperforms KS and CvM tests based on power comparisons. Finally, to illustrate these test procedures, we fit this distribution to the data which represent the survival times of 121 breast cancer patients from one hospital.
Medical subject headings
- Probability