Volume : V, Issue : V, May - 2015

Bayesian Nonparametric Regression Model Based on Spline

Abdulhussein Saber Al Mouel, Ameera Jaber Mohaisen, Jasim Mohammed Ali

Abstract :

 In this paper , Bayesian approach to nonparametric regression model described . The nonparametric regression model is assumed to be a smooth spline . Bayes approach based on Markov chain Monte Carlo  (MCMC) employed to make inferences on the resulting spline nonparametric model coefficients under some conditions  on the prior and design matrix. We investigate the posterior density and identify the analytic form of the Bayes factors.

Keywords :

Article: Download PDF   DOI : 10.36106/ijar  

Cite This Article:

Abdulhussein Saber AL-Mouel, Ameera Jaber Mohaisen, Jasim Mohammed Ali Bayesian Nonparametric Regression Model Based on Spline Indian Journal of Applied Research, Vol.5, Issue : 5 May 2015

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