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内容简介:
Therearemanybooksthatdiscussstatisticalforecastingmodeling;thisbookisnotoneofthem.Thisbookprovidesapracticalapproachforthen***tatisticalproblemsthatforecastersface.
书籍目录:
Chapter 1: Fundamental Issues of Business Forecasting (Basic Principles, Definition of Demand, What to Forecast, What Accuracy is Required, The Naive Forecast, The Politics of Forecasting)
Chapter 2: The Problems of Business Forecasting (Demand Volatility, Performance Measurement, Forecasting Without History)
Chapter 3: Alternative Soluti*** to the Forecasting Problem (Standard Forecasting Methods, Failings of the Statistical Approach, Evangelical Forecasting, Supply Chain Engineering, Collaborative Planning, Forecasting, and Replenishment, Demand Smoothing, Proactive Collaboration, Pruning)
Chapter 4: Forecast Value Added Analysis (The Lean Approach to Forecasting, Data Requirements, Analysis and Reporting, Presenting Results to Management, Streamlining the Process)
Chapter 5: Worst Practices in Business Forecasting (Inappropriate Performance Goals, Overfitting Statistical Models, Handling Outliers, Gaming the Metrics, Software Selection, Forecasting When You Shouldn't, Blaming the Forecast)
Chapter 6: The Aphorisms of Business Forecasting
Chapter 7: Practical First Steps
作者介绍:
MICHAEL GILLILAND is Product Marketing Manager at SAS Institute and has worked in c***u-mer products forecasting for more than twenty years. Prior to joining SAS in 2004, Mike held forecasting management positi*** in the food, electronics, and apparel industries and served as a c***ultant. He is a frequent speaker at industry events, has published articles in Supply Chain Management Review, Journal of Business Forecasting, Foresight, and APICS magazine, and was a columnist on Worst Practices in Business Forecasting for Supply Chain Forecasting Digest. Mike holds a BA in philosophy from Michigan State University, and master's degrees in philosophy and mathematical sciences from Johns Hopkins University.
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书籍介绍
There are many books that discuss statistical forecasting modeling; this book is not one of them. This book provides a practical approach for the n***tatistical problems that forecasters face (e.g., what needs to be forecasted, how often a forecast should take place, what is volatility, and problems in business forecasting). The tentative contents is: Chapter 1: Fundamental Issues of Business Forecasting (Basic Principles, Definition of Demand, What to Forecast, What Accuracy is Required, The Naive Forecast, The Politics of Forecasting) Chapter 2: The Problems of Business Forecasting (Demand Volatility, Performance Measurement, Forecasting Without History) Chapter 3: Alternative Soluti*** to the Forecasting Problem (Standard Forecasting Methods, Failings of the Statistical Approach, Evangelical Forecasting, Supply Chain Engineering, Collaborative Planning, Forecasting, and Replenishment, Demand Smoothing, Proactive Collaboration, Pruning) Chapter 4: Forecast Value Added Analysis (The Lean Approach to Forecasting, Data Requirements, Analysis and Reporting, Presenting Results to Management, Streamlining the Process) Chapter 5: Worst Practices in Business Forecasting (Inappropriate Performance Goals, Overfitting Statistical Models, Handling Outliers, Gaming the Metrics, Software Selection, Forecasting When You Shouldn't, Blaming the Forecast) Chapter 6: The Aphorisms of Business Forecasting Chapter 7: Practical First Steps
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