Principles of Forecasting: A Handbook for Researchers and Practitioners

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J.S. Armstrong
Springer Science & Business Media, 31 Mei 2001 - 850 halaman
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.
 

Isi

Role Playing
13
Intentions
31
Expert Opinions
57
Improving Reliability of Judgmental Forecasts
81
Decomposition for Judgmental Forecasting and Estimation
107
The Role of the Delphi Technique
124
Conjoint Analysis
145
Judgmental Bootstrapping
169
Evaluating Methods
441
Assessing Uncertainly
473
Overconfidence in Judgmental Forecasting
495
Gaining Acceptance 517
516
Monitoring Forecasts
541
Applications of Principles
555
Implications
577
Econometric Models for Forecasting Market Share 597
596

Analogies
193
Extrapolation 215
211
Neural Networks For TimeSeries Forecasting
245
RuleBased Forecasting
257
Expert Systems
283
Econometric Methods
301
Selecting Methods
363
Integrating Adjusting and Combining
387
Judgmental Adjustment of Statistical Forecasts 405
404
Combining Forecasts
417
Forecasting Trial Sales of New Consumer Packaged Goods
613
Diffusion of Principles
631
Diffusion of Forecasting Principles through Software 651
650
Summary
677
Forecasting Standards Checklist
733
External Reviewers
739
The Forecasting Dictionary
761
Author Index
825
Subject Index 843
842
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Professor Armstrong is the author of Long-Range Forecasting and he is a founder of the Journal of Forecasting, the International Journal of Forecasting, the International Institute of Forecasting and the International Symposium on Forecasting. For additional information on the book and on the Forecasting Principles Project, see jscottarmstrong.com.

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