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Modeling and Forecasting Electricity Loads and Prices - Rafal Weron
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Rafal Weron:
Modeling and Forecasting Electricity Loads and Prices - neues Buch

2006, ISBN: 9780470057537

ID: 631807009

Modeling and Forecasting Electricity Loads and Prices 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. An accompanying CD containing both the data and detailed examples of implementation of different techniques in Matlab will enable readers to retrace all the intermediate steps of a practical implementation of a model and test their understanding of the method and correctness of the computer code using the same input data. 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 rush up on their technical skills. The text will be also of use to graduate students in electrical engineering, econometrics and fiance wanting to get a grip on advanced Statistical tools applied in this hot area. Complete with sixteen case studies, this book is a highly practical, self-contained tutorial to electricity load and price modeling and forecasting. ´´the ability to predict correctly the system load, customer specific load and the electricity prices is of critical importance to any regulated utility, independent power producer, power marketers and traders. Given high volatility of electricity prices, even a small forecasting error can have a very significant impact on the bottom line. Dr. Weron´s book provides an in-depth, up-to-date and very well organized review of Statistical techniques for forecasting power load and prices and is highly recommended to any practitioner of the modern electricity markets.´´ -- Vince Kaminski, Managing Director, Citigroup, Houston and Adjunct Professor, Rice University, Houston 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. Bücher > Fremdsprachige Bücher > Englische Bücher gebundene Ausgabe 27.10.2006 Buch (fremdspr.), John Wiley & Sons, .200

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Modeling and Forecasting Electricity Loads and Prices - Rafal Weron
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Rafal Weron:
Modeling and Forecasting Electricity Loads and Prices - neues Buch

ISBN: 9780470057537

ID: 108194799

Modeling and Forecasting Electricity Loads and Prices 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. An accompanying CD containing both the data and detailed examples of implementation of different techniques in Matlab will enable readers to retrace all the intermediate steps of a practical implementation of a model and test their understanding of the method and correctness of the computer code using the same input data. 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 rush up on their technical skills. The text will be also of use to graduate students in electrical engineering, econometrics and fiance wanting to get a grip on advanced Statistical tools applied in this hot area. Complete with sixteen case studies, this book is a highly practical, self-contained tutorial to electricity load and price modeling and forecasting. ´´the ability to predict correctly the system load, customer specific load and the electricity prices is of critical importance to any regulated utility, independent power producer, power marketers and traders. Given high volatility of electricity prices, even a small forecasting error can have a very significant impact on the bottom line. Dr. Weron´s book provides an in-depth, up-to-date and very well organized review of Statistical techniques for forecasting power load and prices and is highly recommended to any practitioner of the modern electricity markets.´´ -- Vince Kaminski, Managing Director, Citigroup, Houston and Adjunct Professor, Rice University, Houston 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. Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, John Wiley & Sons Inc

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Modeling and Forecasting Electricity Loads and Prices - Weron, Rafal
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Weron, Rafal:
Modeling and Forecasting Electricity Loads and Prices - neues Buch

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Modeling and Forecasting Electricity Loads and Prices 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. An accompanying CD containing both the data and detailed examples of implementation of different techniques in Matlab will enable readers to retrace all the intermediate steps of a practical implementation of a model and test their understanding of the method and correctness of the computer code using the same input data. 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 rush up on their technical skills. The text will be also of use to graduate students in electrical engineering, econometrics and fiance wanting to get a grip on advanced Statistical tools applied in this hot area. Complete with sixteen case studies, this book is a highly practical, self-contained tutorial to electricity load and price modeling and forecasting. "the ability to predict correctly the system load, customer specific load and the electricity prices is of critical importance to any regulated utility, independent power producer, power marketers and traders. Given high volatility of electricity prices, even a small forecasting error can have a very significant impact on the bottom line. Dr. Weron's book provides an in-depth, up-to-date and very well organized review of Statistical techniques for forecasting power load and prices and is highly recommended to any practitioner of the modern electricity markets." Vince Kaminski, Managing Director, Citigroup, Houston and Adjunct Professor, Rice University, Houston Business Business eBook, Wiley

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Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach (The Wiley Finance Series) - Rafal Weron
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Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach (The Wiley Finance Series) - gebunden oder broschiert

2006, ISBN: 047005753X

[SR: 1904157], Hardcover, [EAN: 9780470057537], John Wiley & Sons, John Wiley & Sons, Book, [PU: John Wiley & Sons], 2006-10-27, John Wiley & Sons, 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., 268093, Financial, 268091, Accounting, 68, Business, Finance & Law, 1025612, Subjects, 266239, Books, 268153, Economics, 268156, Econometrics, 268159, Economic Conditions, 268160, Economic Policy & Development, 506824, Economic Systems, 268163, History, 268164, International Economics, 268170, Labour, 268173, Macroeconomics, 268176, Microeconomics, 268177, Political Economy, 268178, Theory & Philosophy, 68, Business, Finance & Law, 1025612, Subjects, 266239, Books, 659984, Forecasting, 268179, Professional Finance, 68, Business, Finance & Law, 1025612, Subjects, 266239, Books, 278153, Energy, 278150, Electrical, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books

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Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach (Wiley Finance Series) - gebunden oder broschiert

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[SR: 707073], Gebundene Ausgabe, [EAN: 9780470057537], John Wiley & Sons, John Wiley & Sons, Book, [PU: John Wiley & Sons], John Wiley & Sons, 58238011, Finanzbuchhaltung, 58236011, Buchhaltung, 58235011, Industriezweige & Berufe, 58173011, Business, Karriere & Geld, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56383011, Energie, 56375011, Physik, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach

This book provides original statistical tools that enable readers to model electricity loads and prices. It presents a common framework for modeling and forecasting energy price and load. This statistical approach allows for direct input of relevant statistical properties into the models and allows engineers and system operators to better understand power market behavior.

Detailangaben zum Buch - Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach


EAN (ISBN-13): 9780470057537
ISBN (ISBN-10): 047005753X
Gebundene Ausgabe
Erscheinungsjahr: 2007
Herausgeber: John Wiley & Sons
192 Seiten
Gewicht: 0,513 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 04.06.2007 21:22:12
Buch zuletzt gefunden am 05.08.2017 13:58:12
ISBN/EAN: 9780470057537

ISBN - alternative Schreibweisen:
0-470-05753-X, 978-0-470-05753-7


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