Forecasting. Principles and practice
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Whatever the circumstances or temporary horizons, forecasting is an important help in effective planning. The need for forecasting arises in many situations:
- to make a decision on the construction of a new power station in the next five years, forecasts of future demand,
- for planning personnel in the call center for the next week requires a forecast of the number of calls, < Br />- The supplies of the needs of reserves are required to replenish the reserves,
- to route telecommunication formations requires a prognosis of traffic for a few minutes ahead.
This book is a comprehensive introduction into forecasting methods and contains enough information about each of them, helping readers wisely use them. The authors borrowed examples with numerous data sets from their own consulting experience. The material of the book contains the latest research and forecasting methods. At the end of the chapters, exercises on the topic traveled are given.
Among the topics under consideration:
basic steps in the prognosis task,
temporary schedules,
forecasting tools,
exponential smoothing,
models Arima,
Models based on dynamic regression,
advanced forecasting methods.
The publication is addressed to specialists engaged in forecasting in business, science, in production, and can also be useful to students and teachers.
All examples are given in the language of R
- to make a decision on the construction of a new power station in the next five years, forecasts of future demand,
- for planning personnel in the call center for the next week requires a forecast of the number of calls, < Br />- The supplies of the needs of reserves are required to replenish the reserves,
- to route telecommunication formations requires a prognosis of traffic for a few minutes ahead.
This book is a comprehensive introduction into forecasting methods and contains enough information about each of them, helping readers wisely use them. The authors borrowed examples with numerous data sets from their own consulting experience. The material of the book contains the latest research and forecasting methods. At the end of the chapters, exercises on the topic traveled are given.
Among the topics under consideration:
basic steps in the prognosis task,
temporary schedules,
forecasting tools,
exponential smoothing,
models Arima,
Models based on dynamic regression,
advanced forecasting methods.
The publication is addressed to specialists engaged in forecasting in business, science, in production, and can also be useful to students and teachers.
All examples are given in the language of R
Author:
Author:Хайндман Роб
Cover:
Cover:Hard
Category:
- Category:Computer & Technology
ISBN:
ISBN:978-5-93700-151-1
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