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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Ngôn ngữ Anh ● định dạng PDF ● ISBN 9789401724500 ● Nhà xuất bản Springer Netherlands ● Được phát hành 2013 ● Có thể tải xuống 3 lần ● Tiền tệ EUR ● TÔI 4597344 ● Sao chép bảo vệ Adobe DRM
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