مشخصات پژوهش

خانه /A New Type II Half Logistic-G ...
عنوان
A New Type II Half Logistic-G family of Distributions with Properties, Regression Models, System Reliability and Applications
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Half logistic-G family; Incomplete moment; Regression; Survival; Reliability; Sim- ulation; Estimation
چکیده
his study proposes a new family of distributions based on the half logistic distribution. With the new family, the baseline distributions gain flexibility through additional shape parameters. The important statistical properties of the proposed family are derived. A new generalization of the Weibull distribution is used to introduce a location-scale regression model for the censored response variable. The utility of the introduced models is demonstrated in survival analysis and estimationofthesystemreliability.Threedatasetsareanalyzed.Accordingtotheempiricalresults, it is observed that the proposed family gives better results than other existing models.
پژوهشگران امراه التون (نفر اول)، مراد علیزاده (نفر دوم)، هیثم یوسف (نفر سوم)، مهدی راسخی (نفر چهارم)، غلامحسین همدانی (نفر پنجم)