Jump Diffusion Simulation and Calibration for Merton and Kou Models


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Documentation for package ‘JumpDiffSim’ version 0.1.0

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confint-method JDFitResult: MLE Estimation Output Class
diagnosticPlots Diagnostic Plots for a JDSimResult Object
fit Fit Model to Log-Returns via MLE
fitMerton Fit Merton Jump-Diffusion Model via MLE
JDFitResult-class JDFitResult: MLE Estimation Output Class
jdSampleData Generate Synthetic Log-Returns from a Jump-Diffusion Model
JDSimResult-class JDSimResult: Simulation Output Class
JumpDiffModel-class JumpDiffModel: Virtual Base Class for Jump-Diffusion Models
jumpMoments Theoretical Moments of the Log-Return Distribution
jumpMoments-method Theoretical Moments of the Merton Jump-Diffusion Log-Return
loglik Compute Negative Log-Likelihood
mertonLogLik Negative Log-Likelihood for the Merton Jump-Diffusion Model
MertonModel Create a MertonModel Object
MertonModel-class MertonModel: Merton (1976) Jump-Diffusion Model
priceEuropean Price a European Option under the Merton Jump-Diffusion Model
show-method JDFitResult: MLE Estimation Output Class
show-method MertonModel: Merton (1976) Jump-Diffusion Model
simulate Simulate Asset Price Paths
simulateMerton Simulate Merton Jump-Diffusion Asset Paths