A Generalization of the Exponential-Logarithmic Distribution

A three-parameter lifetime distribution with increasing, decreasing, and unimodal failure rates is presented as a generalization of the exponential-logarithmic distribution introduced by Tahmasbi and Rezaei (2008). Various statistical properties and reliability aspects are explored and the estimatio...

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Veröffentlicht in:Journal of statistical theory and practice 2015-01, Vol.9 (1), p.122-133
Hauptverfasser: Pappas, Vasileios, Adamidis, Konstantinos, Loukas, Sotirios
Format: Artikel
Sprache:eng
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Zusammenfassung:A three-parameter lifetime distribution with increasing, decreasing, and unimodal failure rates is presented as a generalization of the exponential-logarithmic distribution introduced by Tahmasbi and Rezaei (2008). Various statistical properties and reliability aspects are explored and the estimation of parameters is studied, using the standard maximum likelihood procedures with complete data; the estimation is discussed briefly when some observations are randomly right-censored. Simulation results and applications of the model to real data are included.
ISSN:1559-8608
1559-8616
DOI:10.1080/15598608.2014.898604