Economics/Finances Analysis of Financial Time Series (Reupload) (0471415448)

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Economics/Finances Analysis of Financial Time Series (Reupload)

Posted on 2010-03-15

Name:	Economics/Finances Analysis of Financial Time Series (Reupload)
ASIN/ISBN:	0471415448
Language:	English
File size:	3.2 Mb
Publish Date:	2001-10-15
ISBN:	0471415448
Pages:	472 pages
File Type:	PDF
File Size:	3,2 MB
Other Info:	Wiley-Interscience

Economics/Finances Analysis of Financial Time Series (Reupload)

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Ruey S. Tsay " Analysis of Financial Time Series"

Fundamental topics and new methods in time series analysis

Analysis of Financial Time Series provides a comprehensive and systematic introduction to financial econometric models and their application to modeling and prediction of financial time series data. It utilizes real-world examples and real financial data throughout the book to apply the models and methods described.

The author begins with basic characteristics of financial time series data before covering three main topics: analysis and application of univariate financial time series; the return series of multiple assets; and Bayesian inference in finance methods. Timely topics and recent results include:

* Value at Risk (VaR)

* High-frequency financial data analysis

* Markov Chain Monte Carlo (MCMC) methods

* Derivative pricing using jump diffusion with closed-form formulas

* VaR calculation using extreme value theory based on a non-homogeneous two-dimensional Poisson process

* Multivariate volatility models with time-varying correlations

Ideal as a fundamental introduction to time series for MBA students or as a reference for researchers and practitioners in business and finance, Analysis of Financial Time Series offers an in-depth and up-to-date account of these vital methods.

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