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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik An Introduction to Analysis of Financial Data with R
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An Introduction to Analysis of Financial Data with R
Ruey S. Tsay (Gebundene Ausgabe, Englisch)
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Beschreibung
A complete set of statistical tools for beginning financial analysts from a leading authority
Written by one of the leading experts on the topic, An Introduction to Analysis of Financial Data with R explores basic concepts of visualization of financial data. Through a fundamental balance between theory and applications, the book supplies readers with an accessible approach to financial econometric… models and their applications to real-world empirical research.
The author supplies a hands-on introduction to the analysis of financial data using the freely available R software package and case studies to illustrate actual implementations of the discussed methods. The book begins with the basics of financial data, discussing their summary statistics and related visualization methods. Subsequent chapters explore basic time series analysis and simple econometric models for business, finance, and economics as well as related topics including:
* Linear time series analysis, with coverage of exponential smoothing for forecasting and methods for model comparison
* Different approaches to calculating asset volatility and various volatility models
* High-frequency financial data and simple models for price changes, trading intensity, and realized volatility
* Quantitative methods for risk management, including value at risk and conditional value at risk
* Econometric and statistical methods for risk assessment based on extreme value theory and quantile regression
Throughout the book, the visual nature of the topic is showcased through graphical representations in R, and two detailed case studies demonstrate the relevance of statistics in finance. A related website features additional data sets and R scripts so readers can create their own simulations and test their comprehension of the presented techniques.
An Introduction to Analysis of Financial Data with R is an excellent book for introductory courses on time series and business statistics at the upper-undergraduate and graduate level. The book is also an excellent resource for researchers and practitioners in the fields of business, finance, and economics who would like to enhance their understanding of financial data and today's financial markets. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
07.12.2012
Sprache
Englisch
Originalsprache
Englisch
EAN
9780470890813
Herausgeber
John Wiley & Sons
Serien- oder Bandtitel
Wiley Series in Probability and Statistics
Sonderedition
Nein
Autor
Ruey S. Tsay
Seitenanzahl
416
Auflage
1.
-.-
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