Inference Based on New Pareto-Type Records With Applications to Precipitation and Covid-19 Data
التاريخ
2023-01-01البيانات الوصفية
عرض كامل للتسجيلةالملخص
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 first 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
معرّف المصادر الموحد
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85152413713&origin=inwardالمجموعات
- أبحاث فيروس كورونا المستجد (كوفيد-19) [811 items ]
- الرياضيات والإحصاء والفيزياء [726 items ]