Novel Weighted G family of Probability Distributions with Properties, Modelling and Different Methods of Estimation

Statistics, Optimization and Information Computing

article

Gorgees Shaheed¹ 

[1] university of al qadisiyah

关键词: Keywords:weighted family;    Half-Logistic distribution;    Moment;    Quantile;    Simulation.;   

DOI  :  10.19139/soic-2310-5070-1246

来源: Istituto Superiore di Sanita

【 摘 要 】

In this work, we derive and study a new weighted G family of continuous distributions called the new weighted generated family (NW-G). We study some basic properties including quantile function, asymptotic, the mixture for CDF and pdf, residual entropy, and order statistics. Then, we study half-logistic distribution as a special case with more details. Comprehensive graphical simulations are performed under some common estimation methods. Finally, two real-life data sets are analyzed to demonstrate the objectives.

【 授权许可】

Unknown