مشخصات پژوهش

صفحه نخست /Inference Based on New ...
عنوان Inference Based on New Pareto-Type Records With Applications to Precipitation and Covid-19 Data
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها Records, Pareto distribution, Estimation, Prediction, Simulation
چکیده We consider estimation and prediction of future records based on observed records from the new Pareto type distribution proposed recently by Bourguignon et al. (2016), ¡°M. Bourguignon, H. Saulo, R. N. Fernandez, A new Pareto-type distribution with applications in reliability and income data, Physica A, 457 (2016), 166-175. We first obtain the maximum likelihood and Bayesian estimators of the model parameters. We then derive several point predictors for a future record on the basis of the frst n observed records. Two real data sets on precipitation and Covid 19 are analysed and a Monte Carlo simulation study has been performed to evaluate the statistical performance of point predictors presented in this paper.
پژوهشگران ایمان بکلیزی (نفر سوم)، اکبر اصغر زاده (نفر دوم)، علی سعادتی نیک (نفر اول)