Bayesian multivariate linear regression with application to change point models in hydrometeorological variables

Bayesian regression with multivariate linear splines

Bayesian Piecewise Linear Mixed Models With a Random Change Point

BACKGROUND Body mass index (BMI) rebound refers to the beginning of the second rise in BMI during childhood. Accurate estimation of an individual's timing of BMI rebound is important because it is associated with health outcomes in later life. METHODS We estimated BMI trajectories for 6545 children from the Avon Longitudinal Study of Parents and Children. We used a novel Bayesian two-phase pi...

Sequential change point detection in linear quantile regression models

We develop a method for sequential detection of structural changes in linear quantile regression models. We establish the asymptotic properties of the proposed test statistic, and demonstrate the advantages of the proposed method over existing tests through simulation. © 2015 Elsevier B.V. All rights reserved.

on some bayesian statistical models in actuarial science with emphasis on claim count

چکیده ندارد.

Bayesian Robust Multivariate Linear Regression With Incomplete Data

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