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Modeling Time-Varying Unconditional Variance by Means of a Free-Knot Spline-GARCH Model

Modeling Time-Varying Unconditional Variance by Means of a Free-Knot Spline-GARCH Model

von Oliver Old
Softcover - 9783658386177
106,99 €
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Beschreibung

The book addresses the problem of a time-varying unconditional variance of return processes utilizing a spline function. The knots of the spline functions are estimated as free parameters within a joined estimation process together with the parameters of the mean, the conditional variance and the spline function. With the help of this method, the knots are placed in regions where the unconditional variance is not smooth. The results are tested within an extensive simulation study and an empirical study employing the S&P500 index.

Details

Verlag Springer Fachmedien Wiesbaden GmbH
Ersterscheinung 28. Juli 2022
Maße 21 cm x 14.8 cm
Gewicht 341 Gramm
Format Softcover
ISBN-13 9783658386177
Auflage 1st ed. 2022
Seiten 237