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Table 4 Forecast performance results using 50% of the data sample

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

 

Symmetric model

Asymmetric 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

0.0629

0.0609

0.0597

0.0585

0.0543

0.0553

0.0559

0.0549

Nigeria

0.0879

0.0868

0.0861

0.0844

0.0840

0.0838

0.0829

0.0816

S. Arabia

0.0781

0.0761

0.0746

0.0730

0.0708

0.0695

0.0679

0.0670

UAE

0.0633

0.0637

0.0636

0.0633

0.0597

0.0605

0.0601

0.0605

Venezuela

0.0804

0.0820

0.0895

0.0993

0.0745

0.0747

0.0834

0.0952

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