FORECASTING PERFORMANCE OF AN ESTIMATED DSGE MODEL FOR THE SOUTH AFRICAN ECONOMY |
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Authors: | Sami Alpanda Kevin Kotzé Geoffrey Woglom |
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Affiliation: | 1. School of Economics, University of Cape Town.;2. Department of Economics, Amherst College. |
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Abstract: | We construct a small open‐economy New Keynesian dynamic stochastic general equilibrium (DSGE) model for South Africa with nominal rigidities, incomplete international risk sharing and partial exchange rate pass‐through. The parameters of the model are estimated using Bayesian methods, and its out‐of‐sample forecasting performance is compared with Bayesian vector autoregression (VAR), classical VAR and random‐walk models. Our results indicate that the DSGE model generates forecasts that are competitive with those from other models, and it contributes statistically significant information to combined forecast measures. |
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Keywords: | E32 E37 F41 Forecasting open‐economy DSGE model Bayesian estimation |
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