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Titlebook: Nonlinear Statistical Models; Andrej Pázman Book 1993 Andrej Pázman 1993 Estimator.Moment.Parameter.linear regression.probability

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Nonlinear exponential families,The nonlinear regression model . considered in previous chapters, can be presented equivalently as a family of densities . where f (.|.) is the normal probability density of ., given ..
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Nonlinear regression models: computation of estimators and curvatures,. This is a classical method, however, as stated in [Rt], the method is still advisable in applications. The reader interested in more detailed information on the various computational methods is referred to [KG].
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en added on the large topic ofnonlinear exponential families..The volume will be of interest to both experts in the field ofnonlinear statistical modelling and to those working in theidentification of models and optimization, as well as to statisticiansin general..978-90-481-4262-0978-94-017-2450-0
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ear regression model..Among the aspects which are considered are linear properties ofnonlinear models, multivariate nonlinear regression, intrinsic andparameter effect curvature, algorithms for calculating theL.2.-estimator and both local and global approximation. Inaddition to this a chapter has be
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Book 1993sion model..Among the aspects which are considered are linear properties ofnonlinear models, multivariate nonlinear regression, intrinsic andparameter effect curvature, algorithms for calculating theL.2.-estimator and both local and global approximation. Inaddition to this a chapter has been added o
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Univariate regression models,the model . is considered. The parameter space is a bounded interval [., .]. The observed vector y remains multidimensional, . ∈ .. The mapping . is assumed to be continuous, and twice continuously differentiable on (., .). Further, the model is assumed to be regular, i.e. . for every . ∈ (., .).
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