[R-SIG-Finance] Preparing data for Superior predictive ability (SPA) test

Karthik Raju commons.r at karthik.in
Fri Nov 28 06:24:45 CET 2014


Hello,

Can anyone please let me know how to prepare data to compute Superior 
predictive ability (SPA) test in R?

I am working on forecasting volatility in stock markets, the context is,

1) I used "rugarch" package to forecast the volatility using "n" 
autoregressive models.

3) Extracted "sigma" values from the forecasts of those "n" models and 
used it in a worksheet against realized volatility to calculate daily 
loss functions for each model, say, MSE, MAE, RMSE etc.

3) I want to compute the SPA test statistics using "ttrTests" package 
and find the SPA test p-values for a benchmark model against "n" 
alternatives. How to prepare data for this purpose?

Thanks,
Karthik



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