Code: 01973336

Nonlinear Statistical Models

Name: Nonlinear Statistical Models
Brand: Springer Netherlands
SKU: 01973336
Price: 205.49 EUR
Availability: InStock
Author: Andrej Pázman
ISBN: 9789048142620

by Andrej Pázman

Language: English
Binding: Paperback
Number of pages: 260
Publisher: Springer Netherlands, 2010
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Book synopsis

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.