Uses of Record Class
com.quantfinlib.volatility.Garch11.Params
Packages that use Garch11.Params
Package
Description
Volatility models: EWMA, GARCH-family, HAR-RV, a model-free volatility
index and a systematic/idiosyncratic decomposition.
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Uses of Garch11.Params in com.quantfinlib.volatility
Methods in com.quantfinlib.volatility that return Garch11.ParamsModifier and TypeMethodDescriptionstatic Garch11.ParamsGarch11.fit(double[] returns) Gaussian maximum-likelihood fit; seeGarch11.estimate(double[], Innovation).Garch11.Fit.params()params(ω, α, β and the maximised log-likelihood).Methods in com.quantfinlib.volatility with parameters of type Garch11.ParamsModifier and TypeMethodDescriptionstatic double[]Garch11.conditionalVariances(double[] returns, Garch11.Params params) Conditional variance series under the fitted parameters, seeded at the sample variance of the demeaned returns (the same backcast the fit uses).static doubleGarch11.forecastVariance(double[] returns, Garch11.Params params, int horizon) k-step-ahead variance forecast:h_{T+k} = σ̄² + (α+β)^{k-1} (h_{T+1} - σ̄²)— mean-reverts to the unconditional variance at the persistence rate.Constructors in com.quantfinlib.volatility with parameters of type Garch11.ParamsModifierConstructorDescriptionFit(Garch11.Params params, Innovation innovation, double nu, double[] standardErrors, double[] robustStandardErrors) Creates the value; array and collection arguments are copied.