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Modeling and Forecasting Electricity Loads and ...
198,00 CHF *
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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

Anbieter: Orell Fuessli CH
Stand: 23.02.2020
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Modeling and Forecasting Electricity Loads and ...
90,00 CHF *
ggf. zzgl. Versand

This book offers an in-depth and up-to-date review of differentstatistical tools that can be used to analyze and forecast thedynamics of two crucial for every energy companyprocesses--electricity prices and loads. It provides coverageof seasonal decomposition, mean reversion, heavy-taileddistributions, exponential smoothing, spike preprocessing,autoregressive time series including models with exogenousvariables and heteroskedastic (GARCH) components, regime-switchingmodels, interval forecasts, jump-diffusion models, derivativespricing and the market price of risk. Modeling and Forecasting Electricity Loads and Prices ispackaged with a CD containing both the data and detailed examplesof implementation of different techniques in Matlab, withadditional examples in SAS. A reader can retrace all theintermediate steps of a practical implementation of a model andtest his understanding of the method and correctness of thecomputer code using the same input data. The book will be of particular interest to the quants employedby 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 brushup on their technical skills. The text will be also of use tograduate students in electrical engineering, econometrics andfinance wanting to get a grip on advanced statistical tools appliedin this hot area. In fact, there are sixteen Case Studies in thebook making it a self-contained tutorial to electricity load andprice modeling and forecasting.

Anbieter: Orell Fuessli CH
Stand: 23.02.2020
Zum Angebot
Tinnitus and Stress
89,99 € *
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This book provides up-to-date scientific information on the pathways by which psychosocial stress can affect the auditory system and describes current approaches to the management of patients with stress-related tinnitus. The latest evidence is presented on aspects such as the role of stress hormones in auditory function, the effects of allostatic load, circadian sensitivity to auditory trauma, and the association between stress-related biomarkers and tinnitus. The clinically oriented chapters discuss psychometric instruments of value in the tinnitus clinic and present stress-related tinnitus treatment protocols and outcome measures.  It is widely acknowledged that the tinnitus percept acts as a stressor. However, it is also now evident that psychosocial stress can play a causative role in tinnitus and that the impact varies according to the level, duration, and quality of the stress. Assessment of the types and levels of stress in tinnitus patients before, during, and after treatment is therefore very important. Healthcare professionals attending tinnitus patients will benefit from the information that this book provides on the relationship between tinnitus and stress and from the practical guidance that it offers.

Anbieter: Thalia AT
Stand: 23.02.2020
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Modeling and Forecasting Electricity Loads and ...
131,99 € *
ggf. zzgl. Versand

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

Anbieter: Thalia AT
Stand: 23.02.2020
Zum Angebot
Modeling and Forecasting Electricity Loads and ...
82,99 € *
ggf. zzgl. Versand

This book offers an in-depth and up-to-date review of differentstatistical tools that can be used to analyze and forecast thedynamics of two crucial for every energy companyprocesses--electricity prices and loads. It provides coverageof seasonal decomposition, mean reversion, heavy-taileddistributions, exponential smoothing, spike preprocessing,autoregressive time series including models with exogenousvariables and heteroskedastic (GARCH) components, regime-switchingmodels, interval forecasts, jump-diffusion models, derivativespricing and the market price of risk. Modeling and Forecasting Electricity Loads and Prices ispackaged with a CD containing both the data and detailed examplesof implementation of different techniques in Matlab, withadditional examples in SAS. A reader can retrace all theintermediate steps of a practical implementation of a model andtest his understanding of the method and correctness of thecomputer code using the same input data. The book will be of particular interest to the quants employedby 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 brushup on their technical skills. The text will be also of use tograduate students in electrical engineering, econometrics andfinance wanting to get a grip on advanced statistical tools appliedin this hot area. In fact, there are sixteen Case Studies in thebook making it a self-contained tutorial to electricity load andprice modeling and forecasting.

Anbieter: Thalia AT
Stand: 23.02.2020
Zum Angebot