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Estimation in Conditionally Herteroscedastic Time Series Models

Daniel Straumann




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 | #12573348 in Books |  Springer |  2009-02-22 | Original language:English | PDF # 1 |  9.25 x.56 x6.10l,.78 | File type: PDF | 250 pages

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|| ||From the reviews of the first edition: | |"The book deals with conditionally heteroscedastic time series models. It covers classical and new topics of parameter estimation in such models. … There are a lot of various examples and remarks which clarify

In his seminal 1982 paper, Robert F. Engle described a time series model with a time-varying volatility. Engle showed that this model, which he called ARCH (autoregressive conditionally heteroscedastic), is well-suited for the description of economic and financial price. Nowadays ARCH has been replaced by more general and more sophisticated models, such as GARCH (generalized autoregressive heteroscedastic).

This monograph concentrates on mathematical statistic...

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