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Table 5 Forecast performance results using 75% of the data sample

From: Economic policy uncertainty and stock returns among OPEC members: evidence from feasible quasi-generalized least squares

 

Symmetric predictive model

Asymmetric predictive model

In-sample RMSE

Out-of-sample RMSE

In-sample RMSE

Out-of-sample

h = 4

h = 8

h = 12

h = 4

h = 8

h = 12

Kuwait

0.0573

0.0562

0.0554

0.0550

0.0535

0.0525

0.0522

0.0524

Nigeria

0.0794

0.07999

0.0792

0.0781

0.0770

0.0773

0.0776

0.0765

S. Arabia

0.0721

0.0726

0.0717

0.0725

0.0683

0.0686

0.0683

0.0715

UAE

0.0608

0.0604

0.05998

0.0593

0.0591

0.0589

0.0591

0.0589

Venezuela

0.1204

0.1195

0.1207

0.1195

0.1192

0.1181

0.1197

0.1192

  1. The bolded values are the smaller RMSE values, which give better forecasting accuracy of the predictive model