Analysis and applications of the residual varentropy of random lifetimes
March 10, 2020 Β· Declared Dead Β· π Probability in the engineering and informational sciences (Print)
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Authors
Antonio Di Crescenzo, Luca Paolillo
arXiv ID
2003.04932
Category
math.ST
Cross-listed
cs.IT,
math.PR
Citations
19
Venue
Probability in the engineering and informational sciences (Print)
Last Checked
2 months ago
Abstract
In reliability theory and survival analysis, the residual entropy is known as a measure suitable to describe the dynamic information content in stochastic systems conditional on survival. Aiming to analyze the variability of such information content, in this paper we introduce the variance of the residual lifetimes, "residual varentropy" in short. After a theoretical investigation of some properties of the residual varentropy, we illustrate certain applications related to the proportional hazards model and the first-passage times of an Ornstein-Uhlenbeck jump-diffusion process.
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