Functional Relations, Random Coefficients, and Nonlinear Regression with Application to Kinetic Data

Language: English

Published by Springer, 1984

0387909680 / 9780387909684

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - 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.

Seller Inventory # 9780387909684

Title
Functional Relations, Random Coefficients, and Nonlinear Regression with Application to Kinetic Data
Author
S. Johansen
Publisher
Springer
Publication year
1984
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0387909680
ISBN 13
9780387909684
Item weight
219 grams
Dimensions
235x155x8 mm

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