Francq, Christian.

GARCH models : structure, statistical inference, and financial applications / Christian Francq, Jean-Michel Zakoian. - Hoboken, NJ : Wiley, 2010. - 1 online resource (pages)

Includes bibliographical references and index.

Front Matter -- Classical Time Series Models and Financial Series -- Univariate GARCH Models. GARCH Processes -- Mixing -- Temporal Aggregation and Weak GARCH Models -- Statistical Inference. Identification -- Estimating ARCH Models by Least Squares -- Estimating GARCH Models by Quasi-Maximum Likelihood -- Tests Based on the Likelihood -- Optimal Inference and Alternatives to the QMLE -- Extensions and Applications. Asymmetries -- Multivariate GARCH Processes -- Financial Applications -- Appendices. Appendix A: Ergodicity, Martingales, Mixing -- Appendix B: Autocorrelation and Partial Autocorrelation -- Appendix C: Solutions to the Exercises -- Appendix C: Problems -- References -- Index.

9780470670057 0470670053 1282794515 9781282794511 9780470683910 0470683910

10.1002/9780470670057 doi

10.1002/9780470670057 Wiley InterScience http://www3.interscience.wiley.com




Finance--Mathematical models.
Investments--Mathematical models.
Finance--Mathematical models.
Investments--Mathematical models.


Electronic books.

HG106 / .F7213 2010

332.01/5195