Output: Stochastic Volatility with leverage
*****Slow convergence to the posterior distribution*****
Generate 110,000 samples and discard first 10,000
samples.
Further, use every 100th sample out of 100,000
samples
(Total # of samples for the statistical inference reduces
to 1,000.)
Posterior means, posterior standard deviations and 95%
credible intervals (Inference->Samples->stats)
Sample path (history)
Posterior probability densities
(Inference->Samples->density)
(Further, right click on the figure->Margins->
Specialc->Smooth -> change from 0.2 to 0.1-> apply all)
Sample autocorrelation function
(Inference->Samples->auto corr)
Running quantile plot
(Inference->Samples->quantiles)
Scatter plots (Inference->Correlationsc)
Estimated Volatility (Inference-> Compare-> node:v, axis:time
and click on modelfit)
(Further, right-click on the figure, Titles -> title:
Volatility, x-axis: time, y-axis: V(t))