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Bayesian analysis of growth curves with AR(1) dependence

✍ Scribed by Jack C. Lee; Y.L. Hsu

Book ID
104340551
Publisher
Elsevier Science
Year
1997
Tongue
English
Weight
871 KB
Volume
64
Category
Article
ISSN
0378-3758

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✦ Synopsis

In this paper we consider Bayesian analysis of the generalized growth curve model when the covariance matrix ,~ = tr2C where C = (pli Jl), a2 > 0 and -1 < p < 1 are unknown. We consider both parameter estimation and prediction of future values. Results are illustrated with real and simulated data.

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## Abstract We have considered a Bayesian approach for the nonlinear regression model by replacing the normal distribution on the error term by some skewed distributions, which account for both skewness and heavy tails or skewness alone. The type of data considered in this paper concerns repeated m