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Properties of aging functions and their means

Subarna Bhattacharjee, Indramani Mohanty, Magdalena Szymkowiak, Asok K. Nanda

2022Communications in Statistics - Simulation and Computation10 citationsDOI

Abstract

Recently, a lot of works have been done on the study of the failure rate (FR), the aging intensity function (AI) and their properties. In the article, we analyze the aging classes based on monotonicity of new functions viz., arithmetic mean, geometric mean, and harmonic mean of AI function, respectively. Also, the relationships between these functions and the classical AI function are discussed. Moreover, some characterizations of distributions based on these functions are established. Some characterizations of proportional hazard rate and AI family of distributions are discussed. Investigations are illustrated by some examples and applications of aging functions in data analysis.

Topics & Concepts

Monotonic functionHarmonic meanMathematicsFailure rateHazardFunction (biology)Geometric meanApplied mathematicsStatisticsPure mathematicsMathematical analysisOrganic chemistryEvolutionary biologyChemistryBiologyStatistical Distribution Estimation and ApplicationsProbabilistic and Robust Engineering DesignHydrology and Drought Analysis
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