Application of Ujlayan-Dixit Fractional Chi-Square Probability Distribution

In this study, we take into account the Ujlayan-Dixit (UD) fractional derivative in order to introduce the fractional probability density function for the Chi-Square distribution (CSD), and to establish certain new applications for this distribution through the use of fractional concepts in probabil...

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Vydáno v:	Statistics, optimization & information computing Ročník 14; číslo 1; s. 373 - 386
Hlavní autoři:	Jebril, Iqbal H., Hatamleh, Raed, Batiha, Iqbal, Allouch, Nadia
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	20.06.2025
ISSN:	2311-004X, 2310-5070
On-line přístup:	Získat plný text
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Popis
Shrnutí:	In this study, we take into account the Ujlayan-Dixit (UD) fractional derivative in order to introduce the fractional probability density function for the Chi-Square distribution (CSD), and to establish certain new applications for this distribution through the use of fractional concepts in probability theory, such as cumulative distribution, survival, and hazard functions. Furthermore, other ideas and applications for continuous random variables are developed using the UD fractional analogs of statistical measures, which are expectation, rth-moments, rth-central moments, variance, and standard deviation. Lastly, we provide the UD fractional entropy measures, including Shannon, Tsallis, and R´enyi entropy.
ISSN:	2311-004X 2310-5070
DOI:	10.19139/soic-2310-5070-2334