I would like to use GARCH(1,1) to simulate $n$ samples. I really need to understand it deeply, so are there any good book or tutorials that can help?
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There are two very different questions in your post; I would advise posting them separately. But please review the existing threads before you proceed. You might very well find your questions have already been answered there. – Richard Hardy Oct 11 '16 at 18:23
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See Books for self-studying time series analysis?. – Richard Hardy Oct 11 '16 at 20:08
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"Books on Bayesian inferential analysis of GARCH models" is a related thread. – Richard Hardy Apr 10 '21 at 19:37
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Rather comprehensive and advanced:
- Francq, Christian, and Jean-Michel Zakoian. GARCH Models: Structure, Statistical Inference and Financial Applications. John Wiley & Sons, 2010.
There is a second edition from 2019.
Richard Hardy
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1I have flagged the question for turning it into Community Wiki, and I suggest one reference per answer. – Richard Hardy Mar 17 '17 at 14:12