Modeling and forecasting electricity loads and prices: a statistical approach
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Chichester, England
John Wiley & Sons
© 2006
|
| Series: | Wiley finance series
|
| Subjects: | |
| Online Access: | DE-861 DE-473 DE-355 DE-29 Volltext Buchcover |
| Item Description: | Includes bibliographical references (pages 157-170) and index 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 & mdash;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 |
| Physical Description: | 1 Online-Ressource (xi, 178 Seiten) Illustrationen |
| ISBN: | 9781118673362 1118673360 9780470059999 0470059990 |
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MARC
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| author | Weron, Rafał |
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| discipline | Mathematik Wirtschaftswissenschaften |
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| isbn | 9781118673362 1118673360 9780470059999 0470059990 |
| language | English |
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| spelling | Weron, Rafał Verfasser (DE-588)1171490798 aut Modeling and forecasting electricity loads and prices a statistical approach Rafał Weron Chichester, England John Wiley & Sons © 2006 1 Online-Ressource (xi, 178 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Wiley finance series Includes bibliographical references (pages 157-170) and index 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 & mdash;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 Electric power consumption TECHNOLOGY & ENGINEERING / Power Resources / Electrical bisacsh Electric power consumption / Forecasting / Statistical methods Electric utilities / Rates / Forecasting / Statistical methods Electric power consumption / Forecasting / Statistical methods / Case studies Electric utilities / Rates / Forecasting / Statistical methods / Case studies Preisentwicklung (DE-588)4125931-2 gnd rswk-swf Preismodell (DE-588)4175626-5 gnd rswk-swf Prognose (DE-588)4047390-9 gnd rswk-swf Elektrizitätsmarkt (DE-588)4328181-3 gnd rswk-swf (DE-588)4522595-3 Fallstudiensammlung gnd-content Elektrizitätsmarkt (DE-588)4328181-3 s Preisentwicklung (DE-588)4125931-2 s Prognose (DE-588)4047390-9 s 1\p DE-604 Preismodell (DE-588)4175626-5 s 2\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-470-05753-7 (DE-604)BV022269742 https://onlinelibrary.wiley.com/doi/book/10.1002/9781118673362 Verlag URL des Erstveröffentlichers Volltext SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028809211&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Buchcover 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Weron, Rafał Modeling and forecasting electricity loads and prices a statistical approach Electric power consumption TECHNOLOGY & ENGINEERING / Power Resources / Electrical bisacsh Electric power consumption / Forecasting / Statistical methods Electric utilities / Rates / Forecasting / Statistical methods Electric power consumption / Forecasting / Statistical methods / Case studies Electric utilities / Rates / Forecasting / Statistical methods / Case studies Preisentwicklung (DE-588)4125931-2 gnd Preismodell (DE-588)4175626-5 gnd Prognose (DE-588)4047390-9 gnd Elektrizitätsmarkt (DE-588)4328181-3 gnd |
| subject_GND | (DE-588)4125931-2 (DE-588)4175626-5 (DE-588)4047390-9 (DE-588)4328181-3 (DE-588)4522595-3 |
| title | Modeling and forecasting electricity loads and prices a statistical approach |
| title_auth | Modeling and forecasting electricity loads and prices a statistical approach |
| title_exact_search | Modeling and forecasting electricity loads and prices a statistical approach |
| title_full | Modeling and forecasting electricity loads and prices a statistical approach Rafał Weron |
| title_fullStr | Modeling and forecasting electricity loads and prices a statistical approach Rafał Weron |
| title_full_unstemmed | Modeling and forecasting electricity loads and prices a statistical approach Rafał Weron |
| title_short | Modeling and forecasting electricity loads and prices |
| title_sort | modeling and forecasting electricity loads and prices a statistical approach |
| title_sub | a statistical approach |
| topic | Electric power consumption TECHNOLOGY & ENGINEERING / Power Resources / Electrical bisacsh Electric power consumption / Forecasting / Statistical methods Electric utilities / Rates / Forecasting / Statistical methods Electric power consumption / Forecasting / Statistical methods / Case studies Electric utilities / Rates / Forecasting / Statistical methods / Case studies Preisentwicklung (DE-588)4125931-2 gnd Preismodell (DE-588)4175626-5 gnd Prognose (DE-588)4047390-9 gnd Elektrizitätsmarkt (DE-588)4328181-3 gnd |
| topic_facet | Electric power consumption TECHNOLOGY & ENGINEERING / Power Resources / Electrical Electric power consumption / Forecasting / Statistical methods Electric utilities / Rates / Forecasting / Statistical methods Electric power consumption / Forecasting / Statistical methods / Case studies Electric utilities / Rates / Forecasting / Statistical methods / Case studies Preisentwicklung Preismodell Prognose Elektrizitätsmarkt Fallstudiensammlung |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781118673362 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028809211&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT weronrafał modelingandforecastingelectricityloadsandpricesastatisticalapproach |