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Nonlinear statistical models

Author: Andrej Pázman
Publisher: Dordrecht ; Boston : Kluwer Academic Publishers ; Bratislava : Ister Science Press, ©1993.
Series: Mathematics and its applications (Kluwer Academic Publishers), v. 254.
Edition/Format:   Print book : EnglishView all editions and formats
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Andrej Pázman
ISBN: 0792322479 9780792322474 8088683009 9788088683001
OCLC Number: 27812030
Description: ix, 259 pages : illustrations ; 25 cm.
Contents: 1. Linear regression models --
2. Linear methods in nonlinear regression models --
3. Univariate regression models --
4. The structure of a multivariate nonlinear regression model and properties of L[subscript 2] estimators --
5. Nonlinear regression models: computation of estimators and curvatures --
6. Local approximations of probability densities and moments of estimators --
7. Global approximations of densities of L[subscript 2] estimators --
8. Statistical consequences of global approximations especially in flat models --
9. Nonlinear exponential families.
Series Title: Mathematics and its applications (Kluwer Academic Publishers), v. 254.
Responsibility: Andrej Pázman.
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