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Nonlinear Statistical Models

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Cover of 'Nonlinear Statistical Models'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Linear regression models
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    Chapter 3 Linear methods in nonlinear regression models
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    Chapter 4 Univariate regression models
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    Chapter 5 The structure of a multivariate nonlinear regression model and properties of L 2 estimators
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    Chapter 6 Nonlinear regression models: computation of estimators and curvatures
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    Chapter 7 Local approximations of probability densities and moments of estimators
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    Chapter 8 Global approximations of densities of L 2 estimators
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    Chapter 9 Statistical consequences of global approximations especially in flat models
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    Chapter 10 Nonlinear exponential families
Attention for Chapter 4: Univariate regression models
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