Owonipa R. Oluremi

A Simulation Study of Bayesian Estimator for Seemingly Unrelated Regression under Different Distributional Assumptions

Ojo O. Oluwadare, Owonipa R. Oluremi & Enesi O. Lateifat · Asian Journal of Probability and Statistics · 2021

This paper presents Bayesian analysis of Seemingly Unrelated Regression (SUR) model. An independent prior for parameters was used. The Bayesian method was compared with classical method of estimation to know the most efficient estimator under different distributional assumptions...

Open access Research Article 10.9734/ajpas/2020/v10i430251

Do Prior Type and Sample Size have Effect on Mixtures of Normal? The Monte Carlo evidence

Ojo O. Oluwadare, Enesi O. Lateifat & Owonipa R. Oluremi · Asian Journal of Probability and Statistics · 2021

Overtime finite mixtures of Normal in regression have gained popularity and also shown to be useful in modelling heterogeneous data. This study examines the effects of prior and sample size in regression mixtures of Normal models with Bayesian approach. Monte Carlo experiment was...

Open access Research Article 10.9734/ajpas/2020/v10i430255