ENGLISH

Functional Approach to Optimal Experimental Design (Lecture Notes in Statistics)

By Viatcheslav B. Melas

Book information

Year
2005
ISBN
038798741X, 9780387987415
Open Library ID
OL7449782M
Language
english
Format
PDF
Filesize
2 MB (2522951 bytes)
Edition
1
Pages
343\342
Scanned
yes
Time added
2011-06-04 13:46:07

Description

The subject of the book is a functional theory of optimal designs elaborated by the author during the last two decades. This theory relates to points and weight of optimal designs considered as functions of some values. For linear models these values are metric characteristics of the set of admissible experimental conditions, for example, the bounds of a segment. For nonlinear models they are true values of the parameter to be estimated. Particularly locally D- optimal designs for exponential regression as an important example of nonlinear models and E-optimal designs for polynomial regression on arbitrary segments will be fully studied.

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