Bootstrapping m-generalized order statistics with variable rank

Faculty Science Year: 2022
Type of Publication: ZU Hosted Pages:
Authors:
Journal: Mathematics AIMS Volume:
Keywords : Bootstrapping m-generalized order statistics with variable    
Abstract:
In this paper, several bootstrap properties of m-generalized order statistics (m-GOSs) with variable rank (central and intermediate) are revealed. We study the inconsistency, weak consistency and strong consistency of bootstrapping central and intermediate m-GOSs when the normalizing constants are assumed to be known or estimated from the re-sampled data using a proper re-sample size. Furthermore, sucient conditions for the weak and strong consistencies of the bootstrapping distributions of central and intermediate m-GOSs based on the normalizing constant estimators are given. Finally, a simulation study is conducted to determine the optimal bootstrap re-sample size corresponding to the best fitting of the bootstrapping distribution.
   
     
 
       

Author Related Publications

  • Haroun Mohammed Abdel-Fattah Barakat, "Random translation, dilation and contraction of order statistics", El-Sevier, 2014 More
  • Haroun Mohammed Abdel-Fattah Barakat, "Limit theory for bivariate extreme generalized order statistics and dual generalized order statistics", ALEA publisher, 2014 More
  • Haroun Mohammed Abdel-Fattah Barakat, "Asymptotic distributions of order statistics and record values arising from the class of beta-generated distributions", Taylor &Francis, 2014 More
  • Haroun Mohammed Abdel-Fattah Barakat, "LIMIT THEORY FOR JOINT GENERALIZED ORDER STATISTICS", Taylor &Francis, 2014 More
  • Haroun Mohammed Abdel-Fattah Barakat, "Statistical Modeling of Extreme Values with Applications to Air Pollution", Science Puplications publisher, 2012 More

Department Related Publications

  • Heba Ibrahim Mustafa, "On L- fuzzy generalized topology", Foundation of Computer Science,, 2013 More
  • Alaa Hassan Attia Hassan, "Certain New Classes of Analytic Functions with Varying Arguments", Hindawi Publishing Corporation, USA, 2013 More
  • Huda Ibrahim Sayed Ahmad, "Traveling Wave Solutions of the Nonlinear 3  1-Dimensional Kadomtsev-Petviashvili Equation Using the Two Variables G/G, 1/G-Expansion Method", Hindawi Publishing Corporation Journal of Applied Mathematics, 2012 More
  • Hassan Mostafa Metwally, "Granular Computing Biapproximation Spaces", IEEE, 2005 More
  • Roshdy Mohamed Farouk AbdulHameed, "Analytical analysis of image representation by their discrete wavelet transform", International Journal of Computer Science, 2008 More
Tweet