An ex-library copy in original yellow paper covers. The usual ex-libris markings. The binding is sound, the text is clean/unmarked, and there is little cover wear.

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Bibliographic Details

Title: Functional Relations, Random Coefficients, and Nonlinear Regression with Application to Kinetic Data
Publisher: Springer-Verlag, New York
Publication Date: 1984
Language: English
ISBN 10: 0387909680
ISBN 13: 9780387909684
Binding: Trade Paperback
Edition: First Edition.
Condition: Good
Dust Jacket Condition: No Dust Jacket
Book Type: Book

About this title

Synopsis

These notes on regression give an introduction to some of the techniques that I have found useful when working with various data sets in collaboration with Dr. S. Keiding (Copenhagen) and Dr. J.W.L. Robinson (Lausanne). The notes are based on some lectures given at the Institute of Mathematical Statistics, University of Copenhigen, 1978-81, for graduate students, and assumes a familiarity with statistical theory corresponding to the book by C.R. Rao: "Linear Statistical Inference and its Applications". Wiley, New York (1973) . The mathematical tools needed for the algebraic treatment of the models are some knowledge of finite dimensional vector spaces with an inner product and the notion of orthogonal projection. For the analytic treatment I need characteristic functions and weak convergence as the main tools. The most important statistical concepts are the general linear model for Gaussian variables and the general methods of maximum likelihood estimation as well as the likelihood ratio test. All these topics are presented in the above mentioned book by Rao and the reader is referred to that for details. For convenience a short appendix is added where the fundamental concepts from linear algebra are discussed.

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