Two Exercises of Inflation Modelling and Forecasting for Azerbaijan

A. Chubrik, P. Woźniak, G. Hajiyeva
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引用次数: 1

Abstract

The paper proposes two econometric models of inflation for Azerbaijan: one based on monthly data and eclectic, another based on quarterly data and takes into account disequilibrium at the money market. Inflation regression based on monthly data showed that consumer prices dynamics is explained by money growth (the more money, the higher the inflation), exchange rate behaviour (appreciation drives disinflation), commodities price dynamics (“imported” inflation) and administrative changes in regulated prices. For the quarterly model, nominal money demand equation (with inflation, real non-oil GDP and nominal interest rate on foreign currency deposits as predictors) and money supply equation were estimated, and error-correction mechanism from money demand equation was included into inflation equation. It is shown that disequilibrium at the money market (supply higher than demand) drives inflation together with money supply growth and nominal exchange rate depreciation and administrative changes in prices. No cost-push variables appeared to be significant in this equation specification. Both models give similar inflation projections, but sudden changes in money demand (2012) lead to significant differences between the projections. It is shown that money is the most important inflation determinant that explains up to 97.8% of CPI growth between 2012 and 2015, and that in order to keep inflation under control the Central Bank of Azerbaijan should link money supply to real non-oil GDP growth.
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阿塞拜疆通货膨胀建模和预测的两项工作
本文提出了阿塞拜疆通货膨胀的两种计量经济模型:一种基于月度数据和折衷,另一种基于季度数据并考虑到货币市场的不均衡。基于月度数据的通胀回归表明,消费价格动态可以用货币增长(货币越多,通胀越高)、汇率行为(升值推动通缩)、大宗商品价格动态(“进口”通胀)和监管价格的行政变动来解释。对于季度模型,估计名义货币需求方程(以通货膨胀、实际非石油GDP和外币存款名义利率为预测因子)和货币供给方程,并将货币需求方程的误差修正机制纳入通货膨胀方程。研究表明,货币市场的不均衡(供给高于需求)与货币供给增长、名义汇率贬值和价格的行政变动一起驱动通货膨胀。在这个等式说明中,没有成本推动变量显得很重要。两种模型给出了相似的通胀预测,但货币需求的突然变化(2012)导致预测之间存在显著差异。研究表明,货币是最重要的通货膨胀决定因素,它解释了2012年至2015年期间高达97.8%的CPI增长,为了控制通货膨胀,阿塞拜疆中央银行应该将货币供应与实际非石油GDP增长联系起来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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