A local instrumental estimation method for generalized additive volatility models
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.
Year of publication: |
2000
|
---|---|
Authors: | Kim, Woocheol ; Linton, Oliver |
Institutions: | Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät |
Saved in:
freely available
Saved in favorites
Similar items by person
-
Nonparametric estimation of additive models with homogeneous components
Härdle, Wolfgang, (2000)
-
Nonparametric estimation of homogeneous function
Tripathi, Gautam, (2000)
-
Kernel estimation of functional coefficients in nonparametric ARX time series models
Kim, Woocheol, (2001)
- More ...