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Fisher Effect, Structural Breaks and Outliers Detection in ECOWAS Countries

机译:西非国家经济共同体国家的费雪效应,结构断裂和离群值检测

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This paper empirically investigates the Fisher effect in selected ECOWAS countries by employing annual data from 1961 to 2011. The inflation and interest rates for Burkina Faso, C?te d’Ivoire, Gambia, Ghana, Niger, Nigeria, Senegal and Togo are used in the study. Firstly, we investigate the order of integration of the 16 time series using the augmented Dickey-Fuller (ADF), Phillips-Perron (PP) and the Kwiatkowski-Phillips-Schmidt-Shin (KPSS) unit root tests as a confirmatory test. Our empirical results indicate that inference based on the ADF and the Phillips-Perron test displays a considerable degree of robustness to the method of lag selection and the correction for heteroskedasticity and autocorrelation adopted, however, the robustness of the KPSS test to the method of computation of the long-run variance seems to be weak. On allowing for structural breaks, we found more evidence against the unit root hypothesis. Secondly, the Fisher equation is cast in the state space framework and the Kalman filter is applied to estimate the slope parameter. Our state space model results indicate that the strength of the Fisher effect does vary over time. For the ECOWAS countries; in some periods there appears to be a full Fisher effect, while in other periods, the relationship seems to be partial and non-existing at some other periods. The Harvey-Koopman procedure is also employed to detect the time of structural breaks and outliers in the state space model. We recommend that monetary authorities in the ECOWAS countries should aimed at making effective monetary policies and demonstrate strong commitments to monetary targets in order to strengthen the Fisher relation.
机译:本文通过使用1961年至2011年的年度数据,对某些西非国家经济共同体国家的费雪效应进行了实证研究。布基纳法索,科特迪瓦,冈比亚,加纳,尼日尔,尼日利亚,塞内加尔和多哥的通货膨胀率和利率用于研究。首先,我们使用增强的Dickey-Fuller(ADF),Phillips-Perron(PP)和Kwiatkowski-Phillips-Schmidt-Shin(KPSS)单位根检验作为验证性检验,研究了16个时间序列的积分顺序。我们的经验结果表明,基于ADF和Phillips-Perron检验的推断对滞后选择方法和采用的异方差校正和自相关校正显示出相当程度的鲁棒性,但是,KPSS检验对计算方法的鲁棒性长期差异似乎很弱。考虑到结构性断裂,我们发现了更多反对单位根假说的证据。其次,在状态空间框架中铸造费舍尔方程,并应用卡尔曼滤波器估计斜率参数。我们的状态空间模型结果表明,费舍尔效应的强度确实会随时间变化。对于西非经共体国家;在某些时期,似乎出现了完全的费舍尔效应,而在另一些时期,这种关系在某些时期似乎是局部的并且不存在。 Harvey-Koopman过程还用于检测状态空间模型中结构破坏和异常值的时间。我们建议西非经共体国家的货币当局应致力于制定有效的货币政策,并对货币目标表现出坚定的承诺,以加强费舍尔的关系。

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