具隨機效應、冪次轉換與一般自相關共變異數結構之成長曲線模型的最大概似估計和貝氏分析

Abstract

In this paper we consider from maximum likelihood and Bayesian points of view the generalized growth curve model with power transformation, random effects and banded covariance structure. This covariance is a generalization of the AR(1) dependence structure. Inferences on the parameters as well as the future values are included. Some numerical results with a set of real data are also given.

In this paper we consider from maximum likelihood and Bayesian points of view the generalized growth curve model with power transformation, random effects and banded covariance structure. This covariance is a generalization of the AR(1) dependence structure. Inferences on the parameters as well as the future values are included. Some numerical results with a set of real data are also given.