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Comparing models using different training sets

I try to compare the forecasting performance of several models. I do it for two situations: normal and extreme cases. My dataset set is not big. One of the models (gradient boosting) requiers a ...
Uri's user avatar
  • 111
2 votes
1 answer
722 views

The best way to compute the PRESS statistic

I would like to forecast the return volatility in a financial market. I am using symbolic regression/genetic programming to generate models with a good in-sample fit. I would like to compute ...
BillB's user avatar
  • 89
4 votes
2 answers
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Fitting a GARCH model and forecast using validation set approach In R

I have seperated the data into training and testing data. Then I fitted this simple garch model for training data as follows,(using rugarch package) ...
student_R123's user avatar