Bayesian Prediction of the Median of Future Observations Based on Finite Mixture Models
(2004). Bayesian Prediction of the Median of Future Observations Based on Finite Mixture Models. EKB Journal Management System, 48(1), 21-33. doi: 10.21608/esju.2004.313571
. "Bayesian Prediction of the Median of Future Observations Based on Finite Mixture Models". EKB Journal Management System, 48, 1, 2004, 21-33. doi: 10.21608/esju.2004.313571
(2004). 'Bayesian Prediction of the Median of Future Observations Based on Finite Mixture Models', EKB Journal Management System, 48(1), pp. 21-33. doi: 10.21608/esju.2004.313571
Bayesian Prediction of the Median of Future Observations Based on Finite Mixture Models. EKB Journal Management System, 2004; 48(1): 21-33. doi: 10.21608/esju.2004.313571

Bayesian Prediction of the Median of Future Observations Based on Finite Mixture Models

The Egyptian Statistical Journal
Article 3, Volume 48, Issue 1, June 2004, Page 21-33  XML
Document Type: Original Article
DOI: 10.21608/esju.2004.313571
View on SCiNiTO View on SCiNiTO
Abstract
Bayesian predictive density functions of the median of a set of odd and even number of future order statistics are obtained when the observations (informative and future) are assumed to follow a finite mixture of components of general form and type 1 censoring is imposed on the informative sample. The prior belief of the experimenter is measured by a general class of distributions which includes most priors used in literature. A mixture of two Weibull components model is given as an application. A numerical example presents Bayesian prediction bounds of the future median of observations based on a finite mixture of two exponential components.
 
Keywords
Type 1 Censoring; Finite Mixture; Two; Sample Prediction; Prediction Intervals
Statistics
Article View: 22