Normal view MARC view ISBD view

Analysis of financial time series /

by Tsay, Ruey S.
Type: materialTypeLabelBookSeries: Wiley series in probability and statistics.Publisher: Hoboken, N.J. : Wiley, 2005Edition: 2a. edición.Description: xxi, 605 páginas : ilustrado ; 24 cm.ISBN: 0471690740 .Subject(s): Time-series analysis | Econometrics | Risk management | Serie de tiempo (Análisis de datos) | Finanzas - Estadísticas | Matemáticas financieras | Econometría | Gestión del riesgo
Contents:
Financial time series and their characteristics -- Linear time series analysis and its applications -- Conditional heteroscedastic models -- Nonlinear models and their applications -- High-frequency data analysis and market microstructure -- Continuous-time models and their applications -- Extreme values, quantile estimation, and value at risk -- Multivariate time series analysis and its applications -- Principal component analysis and factor models -- Multivariate volatility models and their applications -- State-space models and Kalman filter -- Markov chain Monte Carlo methods with applications.
Review: "The Second Edition of this critically acclaimed text provides a comprehensive and systematic introduction to financial econometric models and their applications in modeling and predicting financial time series data. This latest edition continues to emphasize empirical financial data and focuses on real-world examples. Following this approach, readers will master key aspects of financial time series, including volatility modeling, neural network applications, market microstructure and high-frequency financial data, continuous-time models and Ito's Lemma, Value at Risk, multiple returns analysis, financial factor models, and econometric modeling via computation-intensive methods." "The tools provided in this text aid readers in developing a deeper understanding of financial markets through firsthand experience in working with financial data. This is an ideal textbook for MBA students as well as a reference for researchers and professionals in business and finance."--BOOK JACKET. List(s) this item appears in: Administración | Gestion Financiera | Bibliografía Contaduría
    average rating: 0.0 (0 votes)
Item type Location Call number Copy Status Date due
Libro Libro Universidad Surcolombiana - Central
658.152 / T877a Ej. 1 Available

"Wiley-Interscience."

Incluye referencias bibliográficas e índice.

1. Financial time series and their characteristics -- 2. Linear time series analysis and its applications -- 3. Conditional heteroscedastic models -- 4. Nonlinear models and their applications -- 5. High-frequency data analysis and market microstructure -- 6. Continuous-time models and their applications -- 7. Extreme values, quantile estimation, and value at risk -- 8. Multivariate time series analysis and its applications -- 9. Principal component analysis and factor models -- 10. Multivariate volatility models and their applications -- 11. State-space models and Kalman filter -- 12. Markov chain Monte Carlo methods with applications.

"The Second Edition of this critically acclaimed text provides a comprehensive and systematic introduction to financial econometric models and their applications in modeling and predicting financial time series data. This latest edition continues to emphasize empirical financial data and focuses on real-world examples. Following this approach, readers will master key aspects of financial time series, including volatility modeling, neural network applications, market microstructure and high-frequency financial data, continuous-time models and Ito's Lemma, Value at Risk, multiple returns analysis, financial factor models, and econometric modeling via computation-intensive methods." "The tools provided in this text aid readers in developing a deeper understanding of financial markets through firsthand experience in working with financial data. This is an ideal textbook for MBA students as well as a reference for researchers and professionals in business and finance."--BOOK JACKET.

There are no comments for this item.

Log in to your account to post a comment.

Click on an image to view it in the image viewer

Powered by Koha