Application of the Bayes approach to adaptive \(L_ p\) nonlinear regression (Q1091719)

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scientific article; zbMATH DE number 4011690
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Application of the Bayes approach to adaptive \(L_ p\) nonlinear regression
scientific article; zbMATH DE number 4011690

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    Application of the Bayes approach to adaptive \(L_ p\) nonlinear regression (English)
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    1987
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    In this paper the estimation of parameters in nonlinear regression models is converted into the problem of maximizing an a posteriori probability density and determining its mode. To develop an adaptive method for parameter estimation and error distribution, beta prior and generalized exponential error distributions are used. Practical applications of the methods suggested are discussed and programs for a desk top computer are described.
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    restricted estimation
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    hints to programs
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    adaptive estimation
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    Lp- regression
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    maximizing an a posteriori probability density
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    beta prior
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    generalized exponential error distributions
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