ENGLISH

Nonlinear Statistical Models

By Andrej Pázman (auth.)

Book information

Publisher
Springer Netherlands
Year
1993
ISBN
978-90-481-4262-0, 978-94-017-2450-0
DOI
10.1007/978-94-017-2450-0
Language
english
Format
PDF
Filesize
9 MB (8955233 bytes)
Series
Mathematics and Its Applications 254
Edition
1
Pages
260\267
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Probability Theory and Stochastic Processes

Description

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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