TY - BOOK AU - Tsay,Ruey S. TI - Analysis of financial time series T2 - Wiley series in probability and statistics SN - 9780470414354 AV - HA30.3 .T76 2010 PY - 2010///] CY - Hoboken, N.J. PB - Wiley KW - Time-series analysis KW - Econometrics KW - Risk management N1 - Includes bibliographical references and index; -- 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, quantiles, 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 ER -