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ENGLISH

Statistical Learning Tools For Electricity Load Forecasting

by Anestis Antoniadis, Jairo Cugliari, Jean-Michel Poggi, Matteo Fasiolo e Yannig Goude

~~99,36€~~ 89,42€ 10% OFF

 <p>This monograph explores a set of statistical and machine learning tools that can be effectively utilized for applied data analysis in the context of electricity load forecasting. Drawing on their substantial research and experience with forecasting electricity demand in industrial settings, the authors guide readers through several modern forecasting methods and tools from both industrial and applied perspectives - generalized additive models (GAMs), probabilistic GAMs, functional time series and wavelets, random forests, aggregation of experts, and mixed effects models. A collection of case studies based on sizable high-resolution datasets, together with relevant R packages, then illustrate the implementation of these techniques. Five real datasets at three different levels of aggregation (nation-wide, region-wide, or individual) from four different countries (UK, France, Ireland, and the USA) are utilized to study five problems: short-term point-wise forecasting, selection of relevant variables for prediction, construction of prediction bands, peak demand prediction, and use of individual consumer data.</p><p>This text is intended for practitioners, researchers, and post-graduate students working on electricity load forecasting; it may also be of interest to applied academics or scientists wanting to learn about cutting-edge forecasting tools for application in other areas. Readers are assumed to be familiar with standard statistical concepts such as random variables, probability density functions, and expected values, and to possess some minimal modeling experience.</p>
ENGLISH

Modern Statistics - A Computer-Based Approach With Python

by Peter Gedeck, Ron S. Kenett e Shelemyahu Zacks

94,62€ + 10% CARD

free shipping

 It covers topics such as statistical process control, including multivariate methods, the design of experiments, including computerexperiments and reliability methods, including Bayesian reliability.
ENGLISH

Industrial Statistics - A Computer-Based Approach With Python

by Peter Gedeck, Ron S. Kenett e Shelemyahu Zacks

162,21€ + 10% CARD

free shipping

 This innovative textbook presents material for a course on industrial statistics that incorporates Python as a pedagogical and practical resource.
ENGLISH

Industrial Statistics - A Computer-Based Approach With Python

by Peter Gedeck, Ron S. Kenett e Shelemyahu Zacks

118,59€ + 10% CARD

 This innovative textbook presents material for a course on industrial statistics that incorporates Python as a pedagogical and practical resource.
ENGLISH

Modern Statistics - A Computer-Based Approach With Python

by Peter Gedeck, Ron S. Kenett e Shelemyahu Zacks

92,74€ + 10% CARD

 It covers topics such as statistical process control, including multivariate methods, the design of experiments, including computerexperiments and reliability methods, including Bayesian reliability.
ENGLISH

The Career Of A Research Statistician - From Consulting To Theoretical Development

by Shelemyahu Zacks

60,82€ + 10% CARD

free shipping

 This monograph highlights the connection between the theoretical work done by research statisticians and the impact that work has on various industries.
ENGLISH

A First Course In Statistics For Signal Analysis

by Wojbor A. Woyczynski

81,10€ + 10% CARD

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 This self-contained and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences.
ENGLISH

Career Of A Research Statistician - From Consulting To Theoretical Development

by Shelemyahu Zacks

59,61€ + 10% CARD

 This monograph highlights the connection between the theoretical work done by research statisticians and the impact that work has on various industries.
ENGLISH

The Career Of A Research Statistician - From Consulting To Theoretical Development

by Shelemyahu Zacks

60,82€ + 10% CARD

free shipping

 This monograph highlights the connection between the theoretical work done by research statisticians and the impact that work has on various industries.
ENGLISH

First Course In Statistics For Signal Analysis

by Wojbor A. Woyczynski

79,49€ + 10% CARD

 This updated second edition includes a range of revised material including newly drawn figures, revised terminology, and an appendix containing selected solutions to exercises. It is a self-contained, compact, and user-friendly textbook designed for a first, one-semester course in statistical signal analysis.
ENGLISH

Statistical Learning Tools For Electricity Load Forecasting

by Anestis Antoniadis, Jairo Cugliari, Jean-Michel Poggi, Matteo Fasiolo e Yannig Goude

91,24€

free shipping

OUT OF STOCK OR NOT AVAILABLE
ENGLISH

Statistical Learning Tools For Electricity Load Forecasting

by Anestis Antoniadis, Jairo Cugliari, Jean-Michel Poggi, Matteo Fasiolo e Yannig Goude

91,24€

free shipping

OUT OF STOCK OR NOT AVAILABLE
ENGLISH

Industrial Statistics - A Computer-Based Approach With Python

by Peter Gedeck, Ron S. Kenett e Shelemyahu Zacks

109,49€

free shipping

OUT OF STOCK OR NOT AVAILABLE

 This innovative textbook presents material for a course on industrial statistics that incorporates Python as a pedagogical and practical resource.
ENGLISH

Modern Statistics - A Computer-Based Approach With Python

by Peter Gedeck, Ron S. Kenett e Shelemyahu Zacks

135,18€

free shipping

OUT OF STOCK OR NOT AVAILABLE

 It covers topics such as statistical process control, including multivariate methods, the design of experiments, including computerexperiments and reliability methods, including Bayesian reliability.

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