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Model-Oriented Design of Experiments

  • Valerii V. Fedorov
  • Peter Hackl

Part of the Lecture Notes in Statistics book series (LNS, volume 125)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Valerii V. Fedorov, Peter Hackl
    Pages 1-5
  3. Valerii V. Fedorov, Peter Hackl
    Pages 7-19
  4. Valerii V. Fedorov, Peter Hackl
    Pages 21-43
  5. Valerii V. Fedorov, Peter Hackl
    Pages 45-55
  6. Valerii V. Fedorov, Peter Hackl
    Pages 57-67
  7. Valerii V. Fedorov, Peter Hackl
    Pages 69-105
  8. Back Matter
    Pages 107-120

About this book

Introduction

These lecture notes are based on the theory of experimental design for courses given by Valerii Fedorov at a number of places, most recently at the University of Minnesota, the Vienna of University, and the University of Economics and Business Administra­ tion in Vienna. It was Peter Hackl's idea to publish these lecture notes and he took the lead in preparing and developing the text. The work continued longer than we expected, and we realized that a few thousand miles distance remains a serious hurdle even in the age of Internet and many electronic gadgets. While we mainly target graduate students in statistics, the book demands only a moderate background in calculus, matrix algebra and statistics. These are, to our knowledge, provided by almost any school in business and economics, natural sciences, or engineering. Therefore, we hope that the material may be easily understood by a relatively broad readership. The book does not try to teach recipes for the construction of experimental de­ signs. It rather aims at creating some understanding - and interest - in the problems and basic ideas of the theory of experimental design. Over the years, quite a number of books have been published on that subject with a varying degree of specialization. This book is organized in four chapters that layout in a rather compact form all.

Keywords

Regression analysis algorithms linear regression statistics stochastic process stochastic processes

Authors and affiliations

  • Valerii V. Fedorov
    • 1
  • Peter Hackl
    • 2
  1. 1.Oak Ridge National LaboratoryOak RidgeUSA
  2. 2.Department of StatisticsUniversity of Economics and Business AdministrationWienAustria

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4612-0703-0
  • Copyright Information Springer-Verlag New York, Inc. 1997
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-0-387-98215-1
  • Online ISBN 978-1-4612-0703-0
  • Series Print ISSN 0930-0325
  • Buy this book on publisher's site
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