26 آبان 1403
مراد عليزاده

مراد علیزاده

مرتبه علمی: استادیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / امار ریاضی
تلفن: 0
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان An Alternative Model for Describing the Reliability Data: Applications, Assessment, and Goodness-of-Fit Validation Testing
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
assessment; goodness-of-fit; reliability data; data modeling; Nikulin-Rao-Robson; validation; testing; right censored data
مجله MATHEMATICS
شناسه DOI
پژوهشگران هیثم یوسف (نفر اول) ، هفیدا گوال (نفر دوم) ، ولید امام (نفر سوم) ، یسرا تاشکندی (نفر چهارم) ، مراد علیزاده (نفر پنجم) ، میرمعصوم علی میرمعصوم علی (نفر ششم به بعد) ، محمد ابراهیم (نفر ششم به بعد)

چکیده

We provide a new extension of the exponential distribution with an emphasis on the practical elements of the model. Six different classical estimation methods were applied and compared. The main test was evaluated on complete data using four sets of data. Additionally, four applications and the derivation of the new Nikulin statistic test for the new probability model under the censored situation are described. Both tests were evaluated through simulation experiments on complete data and on artificial and censored data. In addition, a set of simulation experiments were presented, which were used and employed to evaluate the original statistical test and the new modified statistical test based on statistical controls in the evaluation processes.