- 期刊
Parameter Estimation and Future Value Prediction of Generalized Growth Curve Model with Power Transformation, Random Effects and General AR(g) Dependence
並列摘要
In this paper, we consider an extension of the covariance structure to an AR(g) process with random effects via Bayesian and maximum-likelihood (ML) approaches. We study both parameter estimation and prediction of future values. Numerical results are illustrated with real and simulated data.
並列關鍵字
Approximation ； Bayesian ； longitudinal data ； maximum likelihood ； MCMC ； real data ； simulated data參考文獻
Albert, J. H.(1993).Teaching Bayesian statistics using sampling methods and MINITAB.American Statistican.47,182-191.
Bogdanoff, J. L.,Kozin, F(1985).Probability Model of Cumulative Damage.New York:Wiley.
Box, G. E. P.,Cox, D. R.(1964).An analysis of transformation (with discussion).Journal of the Royal Statistical Society, Ser. A.26,211-252.
Casella, G,George, E. I.(1992).Explaining the Gibbs sampler.American Statistician.46,167-174.
Chi, E. M.,Reinsel, G. C.(1989).Models for longitudinal data with random effects and AR(I) errors.Journal of the American Statistical Association.84,452-459.
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延伸閱讀
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