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2023 | 24 | nr 4 | 1--18
Tytuł artykułu

The Modified Bagdonavičius-Nikulin Goodness-of-fit Test Statistic for the Right Censored Distributional Validation with Applications in Medicine and Reliability

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A modified version of Bagdonavičius-Nikulin goodness-of-fit statistical test is presented for validation under the right censor case. Simulation via Barzilai-Borwein algorithm is performed for assessing the right-censorship estimation method. Four right censored data sets are analyzed under the new modified test statistic for checking the distributional validation. (original abstract)
Rocznik
Tom
24
Numer
Strony
1--18
Opis fizyczny
Twórcy
  • Benha University, Egypt
  • Ball State University, USA
autor
  • University Badji Mokhtar, Annaba, Algeria
  • Damietta University, Egypt
Bibliografia
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  • Abouelmagd, T. H. M., Hamed, M. S., Handique, L., Goual, H., Ali, M. M., Yousof, H. M., Korkma, M. C., (2019). A new class of distributions based on the zero truncated Poisson distribution with properties and applications, Vol. 12, pp. 152-164.
  • Aidi, K., Butt, N. S., Ali, M. M., Ibrahim, M., Yousof, H. M., Shehata, W. A. M., (2021). A Modified Chi-square Type Test Statistic for the Double Burr X Model with Applications to Right Censored Medical and Reliability Data. Pakistan Journal of Statistics and Operation Research, Vol. 17, pp. 615-623.
  • Bagdonavičius, V., Nikulin, M., (2011a). Chi-squared Goodness-of-fit test for right censored Data. Int. J. Appl. Math. Stat., Vol. 24, pp. 30-50.
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  • Cordeiro, G. M., Alizadeh, M., Ozel, G., Hosseini, B., Ortega, E. M. M., Altun, E., (2016). The generalized odd log-logistic family of distributions: properties, regression models and applications. Journal of Statistical Computation and Simulation, Vol. 87, pp. 908-932
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  • Goual, H. and Yousof, H. M., (2020). Validation of Burr XII inverse Rayleigh model via a modified chi-squared goodness-of-fit test. Journal of Applied Statistics, Vol. 47, pp. 393-423.
  • Goual, H., Yousof, H. M. and Ali, M. M., (2020). Lomax inverse Weibull model: properties, applications, and a modified Chi-squared goodness-of-fit test for validation. Journal of Nonlinear Sciences & Applications (JNSA), Vol. 13, pp. 330-353.
  • Goual, H., Yousof, H. M. and Ali, M. M., (2019). Validation of the odd Lindley exponentiated exponential by a modified goodness of fit test with applications to censored and complete data. Pakistan Journal of Statistics and Operation Research, Vol. 15, pp. 745-771.
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  • Hamedani, G.G., Goual, H., Emam, W., Tashkandy, Y., Ahmad Bhatti, F., Ibrahim, M.,Yousof, H.M., (2023). A New Right-Skewed One-Parameter Distribution with Mathematical Characterizations, Distributional Validation, and Actuarial Risk Analysis, with Applications. Symmetry, Vol. 15, pp. 7451297.
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  • Ibrahim, M., Aidi, K., Ali, M. M. and Yousof, H. M., (2022). A Novel Test Statistic for Right Censored Validity under a new Chen extension with Applications in Reliability and Medicine. Annals of Data Science, forthcoming. doi.org/10.1007/s40745-022-00416-6
  • Ibrahim. M., Aidi, K., Ali, M. M. and Yousof, H. M., (2021). The Exponential Generalized Log-Logistic Model: Bagdonavičius-Nikulin test for Validation and Non-Bayesian Estimation Methods. Communications for Statistical Applications and Methods, Vol. 29, pp. 681-705.
  • Ibrahim, M., Altun, E., Goual, H., and Yousof, H. M., (2020). Modified goodness-of-fit type test for censored validation under a new Burr type XII distribution with different methods of estimation and regression modelling. Eurasian Bulletin of Mathematics, Vol. 3, pp. 162-182.
  • Ibrahim, M., Yadav, A. S., Yousof, H. M., Goual, H., & Hamedani, G. G., (2019). A new extension of Lindley distribution: modified validation test, characterizations and different methods of estimation. Communications for Statistical Applications and Methods, Vol. 26, pp. 473-495.
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  • Mansour, M. M., Ibrahim, M., Aidi, K., Shafique Butt, N., Ali, M. M., Yousof, H. M., & Hamed, M. S. (2020a). A New Log-Logistic Lifetime Model with Mathematical Properties, Copula, Modified Goodness-of-Fit Test for Validation and Real Data Modelling. Mathematics, Vol. 8, pp. 1508.
  • Mansour, M., Rasekhi, M., Ibrahim, M., Aidi, K., Yousof, H. M., & Elrazik, E. A., (2020b). A New Parametric Life Distribution with Modified Bagdonavičius- Nikulin Goodness-of-Fit Test for Censored Validation, Properties, Applications, and Different Estimation Methods. Entropy, Vol. 22, pp. 592.
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  • Emam, W., Tashkandy, Y., Goual, H., Hamida, T., Hiba, A., Ali, M.M., Yousof, H.M., Ibrahim, M., (2023). A New One-Parameter Distribution for Right Censored Bayesian and Non-Bayesian Distributional Validation under Various Estimation Methods. Mathematics 2023, Vol. 11, pp. 897.
  • Yadav, A. S., Goual, H., Alotaibi, R. M., Ali, M. M., Yousof, H. M., (2020). Validation of the Topp-Leone-Lomax model via a modified Nikulin-Rao-Robson goodnessof- fit test with different methods of estimation. Symmetry, Vol. 12, pp. 57.
  • Yadav, A. S., Shukla, S., Goual, H., Saha, M. and Yousof, H. M., (2022). Validation of xgamma exponential model via Nikulin-Rao-Robson goodness-of- fit test under complete and censored sample with different methods of estimation. Statistics, Optimization & Information Computing, Vol. 10, pp. 457-483.
  • Yousof, H. M., Al-nefaie, A. H., Aidi, K., Ali, M. M., Ibrahim, M., (2021a). A Modified Chi-square Type Test for Distributional Validity with Applications to Right Censored Reliability and Medical Data: A Modified Chi-square Type Test. Pakistan Journal of Statistics and Operation Research, Vol. 17, pp. 1113-1121.
  • Yousof, H. M., Aidi, K., Hamedani, G. G and Ibrahim, M., (2021b). A new parametric lifetime distribution with modified Chi-square type test for right censored validation, characterizations and different estimation methods. Pakistan Journal of Statistics and Operation Research, Vol. 17, pp. 399-425.
  • Yousof, H. M., Ali, M. M., Goual, H. and Ibrahim. M., (2021c). A new reciprocal Rayleigh extension: properties, copulas, different methods of estimation and modified right censored test for validation. Statistics in Transition new series, Vol. 23, pp. 1-23.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171672454

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