Nonlinear Statistical Models by A. Ronald GallantNonlinear Statistical Models by A. Ronald Gallant

Nonlinear Statistical Models

byA. Ronald Gallant

Hardcover | February 4, 1987

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A comprehensive text and reference bringing together advances in the theory of probability and statistics and relating them to applications. The three major categories of statistical models that relate dependent variables to explanatory variables are covered: univariate regression models, multivariate regression models, and simultaneous equations models. Methods are illustrated with worked examples, complete with figures that display code and output.
Title:Nonlinear Statistical ModelsFormat:HardcoverDimensions:610 pages, 9.19 × 6.36 × 1.34 inPublished:February 4, 1987Publisher:Wiley

The following ISBNs are associated with this title:

ISBN - 10:0471802603

ISBN - 13:9780471802600

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Table of Contents

Univariate Nonlinear Regression.

Univariate Nonlinear Regression: Special Situations.

A Unified Asymptotic Theory for Nonlinear Models with Regression Structure.

Univariate Nonlinear Regression: Asymptotic Theory.

Multivariate Nonlinear Regression.

Nonlinear Simultaneous Equations Models.

A Unified Asymptotic Theory for Dynamic Nonlinear Models.