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Rafal Weron - Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach - 9780470057537 - V9780470057537
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Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach

€ 132.26
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Description for Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach Hardcover. Modeling and Forecasting Electricity Loads and Prices is the only book to provide original statistical tools that will enable readers to model electricity loads and prices. This book presents a common framework for modeling and forecasting two crucial processes for energy companies: electricity loads and prices. Series: Wiley Finance Series. Num Pages: 192 pages, Illustrations. BIC Classification: KF. Category: (P) Professional & Vocational. Dimension: 252 x 173 x 16. Weight in Grams: 480.
This book offers an in-depth and up-to-date review of different statistical tools that can be used to analyze and forecast the dynamics of two crucial for every energy company processes—electricity prices and loads. It provides coverage of seasonal decomposition, mean reversion, heavy-tailed distributions, exponential smoothing, spike preprocessing, autoregressive time series including models with exogenous variables and heteroskedastic (GARCH) components, regime-switching models, interval forecasts, jump-diffusion models, derivatives pricing and the market price of risk.

Modeling and Forecasting Electricity Loads and Prices is packaged with a CD containing both the data and detailed examples of implementation of different techniques in Matlab, with ... Read more

The book will be of particular interest to the quants employed by the utilities, independent power generators and marketers, energy trading desks of the hedge funds and financial institutions, and the executives attending courses designed to help them to brush up on their technical skills. The text will be also of use to graduate students in electrical engineering, econometrics and finance wanting to get a grip on advanced statistical tools applied in this hot area. In fact, there are sixteen Case Studies in the book making it a self-contained tutorial to electricity load and price modeling and forecasting.

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Product Details

Format
Hardback
Publication date
2006
Publisher
John Wiley & Sons Inc United Kingdom
Number of pages
192
Condition
New
Series
Wiley Finance Series
Number of Pages
192
Place of Publication
New York, United States
ISBN
9780470057537
SKU
V9780470057537
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50

About Rafal Weron
RAFAL WERON received his M.Sc. (1995) and Ph.D. (1999) degrees in applied mathematics from the Wroclaw University of Technology (WUT), Poland. He currently holds a position of Assistant Professor at WUT. His research focuses on risk management and forecasting in the power markets and computational statistics as applied to finance and insurance. Rafal Weron is the co-author of three ... Read more

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