Kim, Woocheol and Linton, Oliver (2004) A local instrumental variable estimation method for generalized additive volatility models. Discussion paper, 509. Financial Markets Group, London School of Economics and Political Science, London, UK.
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We investigate a new separable nonparametric model for time series, which includes many ARCH models and AR models already discussed in the literature. We also propose a new estimation procedure based on a localization of the econometric method of instrumental variables. Our method has considerable computational advantages over the competing marginal integration or projection method.
|Item Type:||Monograph (Discussion Paper)|
|Additional Information:||© 2004 The Authors|
|Uncontrolled Keywords:||ARCH, Kernel estimation, Nonparametric, Volatility|
|Library of Congress subject classification:||H Social Sciences > HB Economic Theory|
|Journal of Economic Literature Classification System:||C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods: General > C14 - Semiparametric and Nonparametric Methods
C - Mathematical and Quantitative Methods > C2 - Econometric Methods: Single Equation Models; Single Variables > C22 - Time-Series Models
|Sets:||Research centres and groups > Financial Markets Group (FMG)
Collections > Economists Online
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