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Book Cover
Author Pázman, Andrej.

Title Nonlinear statistical models / Andrej Pázman.

Published Dordrecht ; Boston : Kluwer Academic Publishers ; Bratislava : Ister Science Press, [1993]


Location Call No. Status
Physical description ix, 259 pages : illustrations ; 25 cm.
Series Mathematics and its applications ; v. 254.
Mathematics and its applications (Kluwer Academic Publishers) ; v. 254.
Bibliography Includes bibliographical references (pages [248]-254) and index.
Summary 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.
Subject Regression analysis.
Multivariate analysis.
Nonlinear theories.
ISBN 0792322479 (Kluwer Academic Publishers : acid-free paper)
8088683009 (Ister Science Press : acid-free paper)