Galoitica: Journal of Mathematical Structures and Applications

Journal DOI

https://doi.org/10.54216/GJSMA

Submit Your Paper

2834-5568ISSN (Online)

Volume 8 , Issue 1 , PP: 20-33, 2023 | Cite this article as | XML | Html | PDF | Full Length Article

Hybrid Alpha Power Marshall Olkin G Class of Distributions

Fatimah Taher 1 * , Mohamed Bisher Zeina 2 , Moustafa Mazhar Ranneh 3

  • 1 Department of Mathematical Statistics, Faculty of Science, University of Aleppo, Aleppo, Syria - (taherf597@gmail.com)
  • 2 Department of Mathematical Statistics, Faculty of Science, University of Aleppo, Aleppo, Syria. - (bisher.zeina@gmail.com)
  • 3 Department of Mathematical Statistics, Faculty of Science, University of Aleppo, Aleppo, Syria. - (moustafa.ranneh93@gmail.com)
  • Doi: https://doi.org/10.54216/GJMSA.080102

    Received: March 20, 2023 Revised: June 17, 2023 Accepted: September 02, 2023
    Abstract

    This research presents a new class of probability distributions derived as a hybrid class between alpha power transformation class and Marshall Olkin G class and we call it the hybrid alpha power Marshall Olkin G class of distributions (HAPMOG). Characteristics properties of this new class were derived including moments, moments generating function, characteristic function, reliability and hazard functions, and its probability density function was presented in linear combination. Also, many generated distributions depending on this new class was presented and well-studied including HAPMOG-Exponential, HAPMOG-Weibull, HAPMOG-Freshet. This new class of distributions helps in modelling new forms of data, which has important applications in engineering, communication systems, networks modeling, etc.

    Keywords :

    Probability Density Function , Cumulative Distribution Function , Alpha Power Transformation , Marshall Olkin G , Statistical Characteristics , Maximum Likelihood Estimation.

    References

    [1] A. Y. Al-Saiari, L. A. Baharith and S. A. Mousa, "Marshall-Olkin Extended Burr Type XII Distribution," International Journal of Statistics and Probability, vol. 3, 2014.

    [2] K. K. Jose, S. R. Naik and M. M. Risti´c, "Marshall–Olkin q-Weibull distribution and max–min processes," vol. 51, p. 837–85, 2010.

    [3] L. Handique and S. Chakraborty, "The Marshall-Olkin-Kumaraswamy-G family of distributions," 21 August 2016.

    [4] C. R. de Brito, L. C. Rˆego, W. R. de Oliveira and F. Gomes-Silva, "Method for generating distributions and classes of probability distributions: the univariate case," Hacettepe Journal of Mathematics and Statistics, vol. 48, no. 3, p. 897 – 930, 2019.

    [5] A. Mahdavi and D. Kundu, "A New Method for Generating Distributions with an Application to Exponential Distribution," 2016.

    [6] A. Mahdavi and G. O. Silva, "A Method to Expand Family of Continuous Distributions based on Truncated Distributions," J. Statist. Res. Iran, vol. 13, p. 231–247, 2016.

    [7] M. Nassara, A. Alzaatreh, M. Mead and O. Abo-Kasem, "Alpha Power Weibull Distribution: Properties and Applications," vol. 46, pp. 10236-10252, 2017.

    [8] A. S. Hassana, R. E. Mohamda, M. Elgarhyb and A. Fayomi, "Alpha power transformed extended exponential distribution: properties and applications," Journal of Nonlinear Sciences and Applications, p. 239–251, 2019.

    [9] M. E. Mead, G. M. Cordeiro, A. Z. Afify and H. Al-Mofleh, "The Alpha Power Transformation Family: Properties and Applications," Pak.j.stat.oper.res, vol. XV, pp. 525-545, 2019.

    [10] Z. Ahmad, M. Ilyas and G. G. Hamedani, "The Extended Alpha Power Transformed Family of Distributions: Properties and Applications," Journal of Data Science, vol. 17, no. 4, pp. 726 -741, 2019.

    [11] S. Ihtisham , A. Khalil and S. Manzoor, "Alpha-Power Pareto distribution: Its properties and applications," 12 June 2019.

    [12] I. Elbatal, Z. Ahmad, M. Elgarhy and A. M. Almarashi, "A new alpha power transformed family of distributions: properties and applications to the Weibull model," J. Nonlinear Sci. Appl, vol. 12, p. 1–20, 2019.

    [13] Z. Ahmad, M. Elgarhy and N. Abbas, "A new extended alpha power transformed family of distributions: properties and applications," Journal of Statistical Modelling: Theory and Applications, vol. 1, pp. 13-27, 2020.

    [14] M. A. Aldahlan, "Alpha Power Transformed Log-Logistic Distribution with Application to Breaking Stress Data," vol. 9, 2020.

    [15] K. M. Sakthivel and A. A. chezhian, "Alpha power transformed Pareto distribution and its properties with application," Malaya Journal of Matematik, pp. 52-57, 2020.

    [16] M. Ali, A. Khalil, M. IjazI and N. Saeed, "Alpha-Power Exponentiated Inverse Rayleigh distribution and its applications to real and simulated data," 2021.

    [17] Y. M. Bulut, F. Z. Do˘gru and O. Arslan, "Alpha Power Lomax Distribution: Properties and Application," Journal of Reliability and Statistical Studies, vol. 14, no. 1, p. 17–32, 7 January 2021.

    [18] I. Elbatal, M. Elgarhy and B. M. Golam Kibria, "Alpha Power Transformed Weibull-G Family of Distributions: Theory and Applications," Journal of Statistical Theory and Applications, vol. 20, p. 340–354, June 2021.

    [19] H. E. Hozaien, G. R. AL Dayian and A. A. EL-Helb, "Kumaraswamy Distribution Based on Alpha Power Transformation Methods," Asian Journal of Probability and Statistics, vol. 11, pp. 14-29, 2021.

    [20] E.-S. A. El-Sherpieny and H. K. Hwas, "Generalized Alpha-Power Transformation Family of Distributions with an Application to Exponential Model," Journal of Computational and Theoretical Nanoscience, vol. 18, p. 1–8, 2021.

    [21] I. ELBATAL, . S. CAKMAKYAPAN and G. OZEL, "Alpha Power Odd Generalized Exponential Family of Distributions: Model, Properties and Applications," Journal of Science, pp. 1171-1188, 9 oct 2022.

    [22] M. NGOM, M. DIALLO, A. M. FALL and G. SAMB LO, "THE PSEUDO-LINDLEY ALPHA POWER TRANSFORMED DISTRIBUTION, MATHEMATICAL CHARACTERIZATIONS AND ASYMPTOTIC PROPERTIES," 2022.

    [23] S. K. Maruthan and N. Venkatachalam, "Alpha Power Transformation of Lomax Distribution: Properties and Applications," vol. 20, no. 3, pp. 669-685, 2022.

    [24] F. Y. Eissa and C. D. Sonar, "Alpha Power Transformed Extended power Lindley Distribution," Journal of Statistical Theory and Applications, vol. 22, pp. 1-18, 2023.

    [25] R. S. Gomaa, E. A. Hebeshy, M. M. El Genidy and B. S. El-Desouky, "Alpha-Power of the Power Ailamujia Distribution: Properties and Applications," J. Stat. Appl. Pro, pp. 701-723, 2023.

    [26] M. M. Abdel-Zaher, M. R. Mahmoud, E. M. Sewilam and R. M. Mandouh, "A New Extended Alpha-power Transformation of Burr-Generalized Gamma with an Application to Income," والتمويليوملعرجتةا ا , vol. 2, 2023.

    Cite This Article As :
    Taher, Fatimah. , Bisher, Mohamed. , Mazhar, Moustafa. Hybrid Alpha Power Marshall Olkin G Class of Distributions. Galoitica: Journal of Mathematical Structures and Applications, vol. , no. , 2023, pp. 20-33. DOI: https://doi.org/10.54216/GJMSA.080102
    Taher, F. Bisher, M. Mazhar, M. (2023). Hybrid Alpha Power Marshall Olkin G Class of Distributions. Galoitica: Journal of Mathematical Structures and Applications, (), 20-33. DOI: https://doi.org/10.54216/GJMSA.080102
    Taher, Fatimah. Bisher, Mohamed. Mazhar, Moustafa. Hybrid Alpha Power Marshall Olkin G Class of Distributions. Galoitica: Journal of Mathematical Structures and Applications , no. (2023): 20-33. DOI: https://doi.org/10.54216/GJMSA.080102
    Taher, F. , Bisher, M. , Mazhar, M. (2023) . Hybrid Alpha Power Marshall Olkin G Class of Distributions. Galoitica: Journal of Mathematical Structures and Applications , () , 20-33 . DOI: https://doi.org/10.54216/GJMSA.080102
    Taher F. , Bisher M. , Mazhar M. [2023]. Hybrid Alpha Power Marshall Olkin G Class of Distributions. Galoitica: Journal of Mathematical Structures and Applications. (): 20-33. DOI: https://doi.org/10.54216/GJMSA.080102
    Taher, F. Bisher, M. Mazhar, M. "Hybrid Alpha Power Marshall Olkin G Class of Distributions," Galoitica: Journal of Mathematical Structures and Applications, vol. , no. , pp. 20-33, 2023. DOI: https://doi.org/10.54216/GJMSA.080102