Bayesian Modelling of Extremal Dependence in Time Series


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Documentation for package ‘tsxtreme’ version 0.3.3

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tsxtreme-package Bayesian Modelling of Extremal Dependence in Time Series
bayesfit Traces from MCMC output
bayesparams Parameters for the semi-parametric approach
chifit Estimate dependence measures
dep2fit Dependence model fit (stepwise)
depfit Dependence model fit
depmeasure Dependence measures estimates
depmeasures Estimate dependence measures
dlapl The Laplace Distribution
is.bayesfit Traces from MCMC output
is.bayesparams Parameters for the semi-parametric approach
is.depmeasure Dependence measures estimates
is.stepfit Estimates from stepwise fit
plapl The Laplace Distribution
plot.bayesfit Traces from MCMC output
plot.depmeasure Dependence measures estimates
plot.stepfit Estimates from stepwise fit
print.bayesfit Traces from MCMC output
print.bayesparams Parameters for the semi-parametric approach
print.depmeasure Dependence measures estimates
print.stepfit Estimates from stepwise fit
qlapl The Laplace Distribution
rlapl The Laplace Distribution
stepfit Estimates from stepwise fit
summary.bayesfit Traces from MCMC output
summary.bayesparams Parameters for the semi-parametric approach
summary.depmeasure Dependence measures estimates
summary.stepfit Estimates from stepwise fit
theta2fit Fit time series extremes
thetafit Estimate dependence measures
thetaruns Runs estimator
tsxtreme Bayesian Modelling of Extremal Dependence in Time Series