Abstract
In this paper, based on the discrete lifetime distribution, the residual and past of the Tsallis and Renyi extropy are introduced as new measures of information. Moreover, some of their properties and their relation to other measures are discussed. Furthermore, an example of a uniform distribution of the obtained models is given. Moreover, the softmax function can be used as a discrete probability distribution function with a unity sum. Thus, applying those measures to the softmax function for simulated and real data is demonstrated. Besides, for real data, the softmax data are fit to a convenient ARIMA model.
Original language | English |
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Article number | 1732 |
Journal | Entropy |
Volume | 24 |
Issue number | 12 |
DOIs | |
State | Published - Dec 2022 |
Keywords
- ARIMA model
- extropy
- past extropy
- past Tsallis entropy
- Renyi extropy
- residual extropy
- residual Tsallis entropy
- softmax function
- Tsallis entropy