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Time-series prediction with BEMCA approach: Application to short rainfall series
(Institute of Electrical and Electronics Engineers Inc., 2018)
This paper presents a new method to forecast short rainfall time-series. The new framework is by means of Bayesian enhanced modified combined approach (BEMCA) using permutation and relative entropy with Bayesian inference. ...
Bayesian Melding Estimation of a Stochastic SEIR Model
(Taylor & Francis IncPhiladelphiaEUA, 2010)
The zero-inflated Conway-Maxwell-Poisson distribution: Bayesian inference, regression modeling and influence diagnostic
(Elsevier B.V., 2014-11-01)
In this paper we propose the zero-inflated COM-Poisson distribution. We develop a Bayesian analysis for our model via on Markov chain Monte Carlo methods. We discuss regression modeling and model selection, as well as, ...
Bayesian inference for dependent elliptical measurement error models
(ELSEVIER INC, 2010)
In this article we provide a Bayesian analysis for dependent elliptical measurement error models considering nondifferential and differential errors. In both cases we compute posterior distributions for structural parameters ...
A Bayesian Interpretation of First-Order Phase Transitions
(Springer, 2015)
In this work we review the formalism used in describing the thermodynamics
of first-order phase transitions from the point of view of maximum entropy
inference. We present the concepts of transition temperature, latent ...