THE LIVE METHOD FOR GENERALIZED ADDITIVE VOLATILITY MODELS
From MaRDI portal
Publication:5314883
DOI10.1017/S026646660420603XzbMath1069.62084OpenAlexW2115067055MaRDI QIDQ5314883
Oliver B. Linton, Woo Cheol Kim
Publication date: 5 September 2005
Published in: Econometric Theory (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1017/s026646660420603x
Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to actuarial sciences and financial mathematics (62P05)
Related Items
LOCAL INSTRUMENTAL VARIABLE METHOD FOR THE GENERALIZED ADDITIVE-INTERACTIVE NONLINEAR VOLATILITY MODEL ESTIMATION, AN IMPROVED GENERALIZED SPECTRAL TEST FOR CONDITIONAL MEAN MODELS IN TIME SERIES WITH CONDITIONAL HETEROSKEDASTICITY OF UNKNOWN FORM, Semi- and nonparametric ARCH processes, Semiparametric estimation of volatility: some models and complexity choice in the adaptive functional-coefficient class
Cites Work
- Linear smoothers and additive models
- The dimensionality reduction principle for generalized additive models
- Additive regression and other nonparametric models
- Nonparametric vector autoregression
- Fitting a bivariate additive model by local polynomial regression
- Local polynomial estimators of the volatility function in nonparametric autoregression
- Multivariate regression estimation: Local polynomial fitting for time series
- Estimating multiplicative and additive hazard functions by kernel methods
- Local nonlinear least squares: using parametric information in nonparametric regression
- Conditional Heteroskedasticity in Asset Returns: A New Approach
- Some Limit Theorems for Random Functions. I
- Estimating Optimal Transformations for Multiple Regression and Correlation
- Generalized Additive Models: Some Applications
- Estimation of additive regression models with known links
- Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
- Efficient estimation of conditional variance functions in stochastic regression
- Versions of Kernel-Type Regression Estimators
- Nonparametric Identification of Nonlinear Time Series: Projections
- Miscellanea. Efficient estimation of additive nonparametric regression models
- An Analysis of Transformations for Additive Nonparametric Regression
- NONPARAMETRIC ESTIMATION OF ADDITIVE NONLINEAR ARX TIME SERIES: LOCAL LINEAR FITTING AND PROJECTIONS
- EFFICIENT ESTIMATION OF GENERALIZED ADDITIVE NONPARAMETRIC REGRESSION MODELS
- Nonparametric Estimation of a Generalized Additive Model With an Unknown Link Function
- Functional-Coefficient Autoregressive Models
- MIXING AND MOMENT PROPERTIES OF VARIOUS GARCH AND STOCHASTIC VOLATILITY MODELS
- A kernel method of estimating structured nonparametric regression based on marginal integration
- Nonparametric Autoregression with Multiplicative Volatility and Additive mean