search-white-svg
location-svg
Meine Position
i
Ein Tipp vom Eldar Team
Je mehr Sie bestellen, desto grösser Ihr Rabatt
Sofort lieferbar
Modeling and Stochastic Learning for Forecasting in High Dimensions
Buch
Buch
Fachbuch
2015

Modeling and Stochastic Learning for Forecasting in High Dimensions

ISBN
EAN
978-3-319-18731-0
9783319187310
Artikel-Nr.
8ENPNEZ
Sofort lieferbar:
2
Kostenloser Versand
Rabatt
-13.2
%
CHF 237.00
CHF
205.77
Anzahl
1
Maximale
Lieferzeit
5
Arbeitstage
Freitag
01.07.2022
speech-bubble-svg Beschreibung
The chapters in this volume stress the need for advances in theoretical understanding to go hand-in-hand with the widespread practical application of forecasting in industry. Forecasting and time series prediction have enjoyed considerable attention over the last few decades, fostered by impressive advances in observational capabilities and measurement procedures. On June 5-7, 2013, an international Workshop on Industry Practices for Forecasting was held in Paris, France, organized and supported by the OSIRIS Department of Electricité de France Research and Development Division. In keeping with tradition, both theoretical statistical results and practical contributions on this active field of statistical research and on forecasting issues in a rapidly evolving industrial environment are presented. The volume reflects the broad spectrum of the conference, including 16 articles contributed by specialists in various areas. The material compiled is broad in scope and ranges from new findings on forecasting in industry and in time series, on nonparametric and functional methods and on on-line machine learning for forecasting, to the latest developments in tools for high dimension and complex data analysis.
feather-svg
Stichwörter
arrow-right-thin-svg
speech-bubble-svg Zielgruppe
Research
Inhaltsverzeichnis
arrow-right-thin-svg

1 Short Term Load Forecasting in the Industry for Establishing Consumption Baselines: A French Case.- 2 Confidence intervals and tests for high-dimensional models: a compact review.- 3 Modelling and forecasting daily electricity load via curve linear regression.- 4 Constructing Graphical Models via the Focused Information Criterion.- 5 Nonparametric short term Forecasting electricity consumption with IBR.- 6 Forecasting the electricity consumption by aggregating experts.- 7 Flexible and dynamic modeling of dependencies via copulas.- 8 Operational and online residential baseline estimation.- 9 Forecasting intra day load curves using sparse functional regression.- 10 Modelling and Prediction of Time Series Arising on a Graph.- 11 GAM model based large scale electrical load simulation for smart grids.- 12 Spot volatility estimation for high-frequency data: adaptive estimation in practice.- 13 Time series prediction via aggregation: an oracle bound including numerical cost.- 14 Space-time trajectories of wind power generation: Parametrized precision matrices under a Gaussian copula approach.- 15 Game-theoretically Optimal Reconciliation of Contemporaneous Hierarchical Time Series Forecasts.- 16 The BAGIDIS distance: about a fractal topology, with applications to functional classification and prediction.

feather-svg
Herausgeber/-innen
arrow-right-thin-svg
Herausgegeben von
Herausgegeben von
Herausgegeben von
Publikation
Schweiz
25.06.2015
speech-bubble-svg
Sprache
Englisch
book-svg Format
Buch (Softcover)
339 Seiten
package-svg Versand
Kostenlos: Schweiz & Liechtenstein
Für Deutschland oder Frankreich werden die Versandgebühren im Warenkorb berechnet.
credit-card-svg Zahlungsarten
payment-einzahlungsschein payment-twint payment-mastercard payment-visa payment-american-express payment-post-finance payment-e-post-finance payment-apple-pay payment-google-pay samsung-pay
Bestellen Sie einfach auf Rechnung oder bezahlen Sie bequem und gebührenfrei mit Twint, Kreditkarte, PostFinance, Apple, Google oder Samsung Pay.
subcategories-svg
Passende Themen
contributor-svg

# Weitere
Anestis Antoniadis
Bücher

Herausgegeben von
Buch
Wavelets and Statistics
1995
Rabatt
-11.5
%
CHF 150.00
CHF
132.68
Mehr Infos
contributor-svg

# Weitere
Jean-Michel Poggi
Bücher

Herausgegeben von
Buch
Random Forests with R
2020
Rabatt
-11.5
%
CHF 72.00
CHF
63.72
Mehr Infos
Zurück
Zum Start
eldar-store-white-svg
S
SPIEGEL Bestseller