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Theory and Applications of Time Series Analysis, Olga Valenzuela; Fernando Rojas; H?ctor Pomares; I


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Автор: Olga Valenzuela; Fernando Rojas; H?ctor Pomares; I
Название:  Theory and Applications of Time Series Analysis
ISBN: 9783030260354
Издательство: Springer
Классификация:





ISBN-10: 3030260356
Обложка/Формат: Hardcover
Страницы: 380
Вес: 0.76 кг.
Дата издания: 2019
Серия: Contributions to Statistics
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 111 tables, color; 116 illustrations, color; 35 illustrations, black and white; xv, 380 p. 151 illus., 116 illus. in color.
Размер: 234 x 156 x 22
Читательская аудитория: Professional & vocational
Основная тема: Statistics
Подзаголовок: Selected Contributions from ITISE 2018
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book presents selected peer-reviewed contributions from the International Conference on Time Series and Forecasting, ITISE 2018, held in Granada, Spain, on September 19-21, 2018. The first three parts of the book focus on the theory of time series analysis and forecasting, and discuss statistical methods, modern computational intelligence methodologies, econometric models, financial forecasting, and risk analysis. In turn, the last three parts are dedicated to applied topics and include papers on time series analysis in the earth sciences, energy time series forecasting, and time series analysis and prediction in other real-world problems. The book offers readers valuable insights into the different aspects of time series analysis and forecasting, allowing them to benefit both from its sophisticated and powerful theory, and from its practical applications, which address real-world problems in a range of disciplines. The ITISE conference series provides a valuable forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing computer science, mathematics, statistics and econometrics.
Дополнительное описание: Preface.- Advanced Statistical Methods for Time Series Analysis and Forecasting.- Advanced Computational Intelligence Methods for Time Series Analysis and Forecasting.- Econometric Models, Financial Forecasting and Risk Analysis.- Time Series Analysis in



Time Series Analysis

Автор: Hamilton, James
Название: Time Series Analysis
ISBN: 0691042896 ISBN-13(EAN): 9780691042893
Издательство: Wiley
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Цена: 11088.00 р.
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Описание: A graduate-level text which describes the recent dramatic changes that have taken place in the way that researchers analyze economic and financial time series. It explores such important innovations as vector regression, nonlinear time series models and the generalized methods of moments.

Multivariate Time Series Analysis: With R and Financial Applications

Автор: Ruey S. Tsay
Название: Multivariate Time Series Analysis: With R and Financial Applications
ISBN: 1118617908 ISBN-13(EAN): 9781118617908
Издательство: Wiley
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Цена: 18842.00 р.
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Описание: An accessible guide to the multivariate time series tools used in numerous real-world applications Multivariate Time Series Analysis: With R and Financial Applications is the much anticipated sequel coming from one of the most influential and prominent experts on the topic of time series.

Time Series Analysis and Its Applications

Автор: Robert H. Shumway
Название: Time Series Analysis and Its Applications
ISBN: 1461427592 ISBN-13(EAN): 9781461427599
Издательство: Springer
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Цена: 12571.00 р.
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Описание: Time Series Analysis and Its Applications, presents a comprehensive treatment of both time and frequency domain methods with accompanying theory. Extensive examples illustrate solutions to climate change, monitoring a nuclear test ban treaty, evaluating the volatility of an asset, and more.

Time Series Analysis, Modeling and Applications

Автор: Witold Pedrycz; Shyi-Ming Chen
Название: Time Series Analysis, Modeling and Applications
ISBN: 3642437001 ISBN-13(EAN): 9783642437007
Издательство: Springer
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Цена: 20896.00 р.
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Описание: This volume presents the principles and practice of computational intelligence in the analysis, design, and interpretation of time series.

Nonlinear Time Series Analysis with Applications to Foreign Exchange Rate Volatility

Автор: Christian Hafner
Название: Nonlinear Time Series Analysis with Applications to Foreign Exchange Rate Volatility
ISBN: 379081041X ISBN-13(EAN): 9783790810417
Издательство: Springer
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Цена: 12157.00 р.
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Описание: This volume examines nonlinear time series analysis with applications to foreign exchange rate volatility. Topics include: modelling volatility of financial time series; nonlinear time series analysis; ARCH models and extensions; non-parametric and semi-parametric models.

Elements Of Concave Analysis And Applications

Автор: Kythe
Название: Elements Of Concave Analysis And Applications
ISBN: 1138705284 ISBN-13(EAN): 9781138705289
Издательство: Taylor&Francis
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Цена: 24499.00 р.
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Описание: The aim of Elements of Concave Analysis and Applications is to provide a basic and self-contained introduction to concepts and detailed study of concave and convex functions. It is written in the style of a textbook, designed for courses in mathematical economics, finance, and manufacturing design.

Introduction to Probability, Second Edition

Автор: Joseph K. Blitzstein, Jessica Hwang
Название: Introduction to Probability, Second Edition
ISBN: 1138369918 ISBN-13(EAN): 9781138369917
Издательство: Taylor&Francis
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Цена: 11176.00 р.
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Описание: Assumes one-semester of calculus. "Stories" make distributions (Normal, Binomial, Poisson that are widely-used in statistics) easier to remember, understand. Many books write down formulas without explaining clearly why these particular distributions are important or how they are all connected.

The Analysis of Directional Time Series: Applications to Wind Speed and Direction

Автор: Jens Breckling
Название: The Analysis of Directional Time Series: Applications to Wind Speed and Direction
ISBN: 0387971823 ISBN-13(EAN): 9780387971827
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Given a series of wind speeds and directions from the port of Fremantle the aim of this monograph is to detect general weather patterns and seasonal characteristics.

Time Series Analysis and Applications to Geophysical Systems

Автор: David Brillinger; Enders Anthony Robinson; Frederi
Название: Time Series Analysis and Applications to Geophysical Systems
ISBN: 1441919716 ISBN-13(EAN): 9781441919717
Издательство: Springer
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Цена: 25155.00 р.
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Описание: Arnold, Director of the IMA Fadil Santosa, Deputy Director of the IMA v PREFACE This volume contains a collection of papers that were presented dur- ing the Workshop on Time Series Analysis and Applications to Geophysical Systems at the Institute for Mathematics and its Applications (IMA) at the University of Minnesota from November 12-15, 2001.

Essentials of Time Series for Financial Applications

Автор: Guidolin, Massimo
Название: Essentials of Time Series for Financial Applications
ISBN: 0128134097 ISBN-13(EAN): 9780128134092
Издательство: Elsevier Science
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Цена: 13304.00 р.
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Описание: Essentials of Time Series for Financial Applications serves as an agile reference for upper level students and practitioners who desire a formal, easy-to-follow introduction to the most important time series methods applied in financial applications (pricing, asset management, quant strategies, and risk management). Real-life data and examples developed with EViews illustrate the links between the formal apparatus and the applications. The examples either directly exploit the tools that EViews makes available or use programs that by employing EViews implement specific topics or techniques. The book balances a formal framework with as few proofs as possible against many examples that support its central ideas. Boxes are used throughout to remind readers of technical aspects and definitions and to present examples in a compact fashion, with full details (workout files) available in an on-line appendix. The more advancedchapters providediscussion sections that refer to more advanced textbooks or detailed proofs.

Matrix Differential Calculus with Applications in Statistics and Econometrics

Автор: Jan R. Magnus, Heinz Neudecker
Название: Matrix Differential Calculus with Applications in Statistics and Econometrics
ISBN: 1119541204 ISBN-13(EAN): 9781119541202
Издательство: Wiley
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Цена: 14090.00 р.
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Описание:

A brand new, fully updated edition of a popular classic on matrix differential calculus with applications in statistics and econometrics

This exhaustive, self-contained book on matrix theory and matrix differential calculus provides a treatment of matrix calculus based on differentials and shows how easy it is to use this theory once you have mastered the technique. Jan Magnus, who, along with the late Heinz Neudecker, pioneered the theory, develops it further in this new edition and provides many examples along the way to support it.

Matrix calculus has become an essential tool for quantitative methods in a large number of applications, ranging from social and behavioral sciences to econometrics. It is still relevant and used today in a wide range of subjects such as the biosciences and psychology. Matrix Differential Calculus with Applications in Statistics and Econometrics, Third Edition contains all of the essentials of multivariable calculus with an emphasis on the use of differentials. It starts by presenting a concise, yet thorough overview of matrix algebra, then goes on to develop the theory of differentials. The rest of the text combines the theory and application of matrix differential calculus, providing the practitioner and researcher with both a quick review and a detailed reference.

  • Fulfills the need for an updated and unified treatment of matrix differential calculus
  • Contains many new examples and exercises based on questions asked of the author over the years
  • Covers new developments in field and features new applications
  • Written by a leading expert and pioneer of the theory
  • Part of the Wiley Series in Probability and Statistics

Matrix Differential Calculus With Applications in Statistics and Econometrics Third Edition is an ideal text for graduate students and academics studying the subject, as well as for postgraduates and specialists working in biosciences and psychology.

Time series analysis methods and applications for flight data

Автор: Zhang, Jianye Zhang, Peng
Название: Time series analysis methods and applications for flight data
ISBN: 3662534282 ISBN-13(EAN): 9783662534281
Издательство: Springer
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Цена: 19564.00 р.
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Описание: As mass flight data possesses the typical characteristics of time series, the time series analysis methods and their application for flight data have been illustrated from several aspects, such as data filtering, data extension, feature optimization, similarity search, trend monitoring, fault diagnosis, and parameter prediction, etc.


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