Principles of Forecasting

A Handbook for Researchers and Practitioners

  • J. Scott Armstrong

Part of the International Series in Operations Research & Management Science book series (ISOR, volume 30)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Introduction

    1. J. Scott Armstrong
      Pages 1-12
  3. Role Playing

    1. Front Matter
      Pages 13-14
    2. J. Scott Armstrong
      Pages 15-30
  4. Intentions

    1. Front Matter
      Pages 31-32
    2. Vicki G. Morwitz
      Pages 33-56
  5. Expert Opinions

    1. Front Matter
      Pages 57-58
    2. Nigel Harvey
      Pages 59-80
    3. Thomas R. Stewart
      Pages 81-106
  6. Conjoint Analysis

    1. Front Matter
      Pages 145-146
    2. Dick R. Wittink, Trond Bergestuen
      Pages 147-167
  7. Judgmental Bootstrapping

    1. Front Matter
      Pages 169-170
  8. Analogies

    1. Front Matter
      Pages 193-194
    2. George T. Duncan, Wilpen L. Gorr, Janusz Szczypula
      Pages 195-213
  9. Extrapolation

    1. Front Matter
      Pages 215-216
    2. William Remus, Marcus O’Connor
      Pages 245-256

About this book

Introduction

Principles of Forecasting: A Handbook for Researchers and Practitioners summarizes knowledge from experts and from empirical studies. It provides guidelines that can be applied in fields such as economics, sociology, and psychology. It applies to problems such as those in finance (How much is this company worth?), marketing (Will a new product be successful?), personnel (How can we identify the best job candidates?), and production (What level of inventories should be kept?).
The book is edited by Professor J. Scott Armstrong of the Wharton School, University of Pennsylvania. Contributions were written by 40 leading experts in forecasting, and the 30 chapters cover all types of forecasting methods. There are judgmental methods such as Delphi, role-playing, and intentions studies. Quantitative methods include econometric methods, expert systems, and extrapolation. Some methods, such as conjoint analysis, analogies, and rule-based forecasting, integrate quantitative and judgmental procedures. In each area, the authors identify what is known in the form of `if-then principles', and they summarize evidence on these principles.
The project, developed over a four-year period, represents the first book to summarize all that is known about forecasting and to present it so that it can be used by researchers and practitioners. To ensure that the principles are correct, the authors reviewed one another's papers. In addition, external reviews were provided by more than 120 experts, some of whom reviewed many of the papers. The book includes the first comprehensive forecasting dictionary.

Keywords

finance marketing production

Editors and affiliations

  • J. Scott Armstrong
    • 1
  1. 1.The Wharton SchoolUniversity of PennsylvaniaPhiladelphiaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-0-306-47630-3
  • Copyright Information Springer-Verlag US 2001
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-0-7923-7401-5
  • Online ISBN 978-0-306-47630-3
  • Series Print ISSN 0884-8289
  • About this book