Conditional Predictive Inference for Beta Regression Model with Autoregressive Errors (original) (raw)

Springer Proceedings in Mathematics & Statistics, 2015

Abstract

In this chapter, we study a partially linear model with autoregressive beta distributed errors [6] from the Bayesian point of view. Our proposal also provides a useful method to determine the optimal order of the autoregressive processes through an adaptive procedure using the conditional predictive ordinate (CPO) statistic [9].

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