Nonlinear Statistical Models: Nonlinear Statistical Models: 254 (Mathematics and Its Applications) - Softcover

Pázman, Andrej

 
9789048142620: Nonlinear Statistical Models: Nonlinear Statistical Models: 254 (Mathematics and Its Applications)

Inhaltsangabe

Nonlinear statistical modelling is an area of growing importance. This monograph presents mostly new results and methods concerning the nonlinear regression model.
Among the aspects which are considered are linear properties of nonlinear models, multivariate nonlinear regression, intrinsic and parameter effect curvature, algorithms for calculating the L2-estimator and both local and global approximation. In addition to this a chapter has been added on the large topic of nonlinear exponential families.
The volume will be of interest to both experts in the field of nonlinear statistical modelling and to those working in the identification of models and optimization, as well as to statisticians in general.

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Reseña del editor

Nonlinear statistical modelling is an area of growing importance. This monograph presents mostly new results and methods concerning the nonlinear regression model.
Among the aspects which are considered are linear properties of nonlinear models, multivariate nonlinear regression, intrinsic and parameter effect curvature, algorithms for calculating the L2-estimator and both local and global approximation. In addition to this a chapter has been added on the large topic of nonlinear exponential families.
The volume will be of interest to both experts in the field of nonlinear statistical modelling and to those working in the identification of models and optimization, as well as to statisticians in general.

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Weitere beliebte Ausgaben desselben Titels

9780792322474: Nonlinear Statistical Models: 254 (Mathematics and Its Applications)

Vorgestellte Ausgabe

ISBN 10:  0792322479 ISBN 13:  9780792322474
Verlag: Springer, 1993
Hardcover