Regime Dependent Effects of Inflation Uncertainty on Real Growth: A Markov Switching Approach

We empirically investigate the effects of inflation uncertainty on output growth for the United States between 1960 and 2012. Modeling output dynamics within a Markov regime switching framework, we provide evidence that inflation uncertainty exerts a negative and regime‐dependent impact on output growth. A battery of sensitivity checks confirm our findings.     

Inflation and Productivity: Empirical Evidence from Europe

The paper investigates the empirical association between inflation and productivity in 15 European countries over the period 1960–97. Modern econometric techniques based on integration and cointegra– tion analysis are used to test for the existence of a long–run relationship between inflation and productivity. Recently developed causality tests for possibly cointegrated VAR models are also applied instead of relying on standard Granger causality tests which are inappropriate in the presence of nonstationary variables.     

Inflation Targeting and Inflation Uncertainty

This article empirically investigates the impact of inflation targeting on inflation uncertainty. We implement PARCH and GARCH methodologies to model conditional variance of inflation. We also investigate the relationship between level and volatility of inflation to analyze the validity of the Friedman hypothesis for IT countries. We find that most of the inflation targeting countries have significantly lower inflation variances after inflation targeting. In most of the IT countries, the relationship is consistent with the Friedman hypothesis.     

Financial Development and Economic Growth: An Egg‐and‐Chicken Problem?

This study uses a Granger causality procedure to investigate the relationship between financial development and economic growth. The authors estimate a vector autoregression (VAR) model for nine OECD countries and China. They argue that a time-series approach is superior to a cross-sectional one and that the VAR framework avoids technical problems common in other time-series models. Evidence is presented of bidirectional causality between financial development and growth in half of the countries and reverse causality in three others. There is little support for the hypothesis that finance "leads" growth, and caution must be exercised in making general conclusions about this relationship.     

外汇占款与通货膨胀率关系研究

基于货币数量理论研究外汇占款对通货膨胀的影响有重大意义。首先采用VAR模型和Granger因果关系模型研究外汇占款、货币供应量和通货膨胀率之间的相互影响状况,同时运用脉冲响应模型和方差分解技术研究变量受系统内变量冲击的反应和波动情况。其次进行货币冲销有效性检验,结果显示:央行的货币冲销政策完全有效,货币冲销力度大约为-0.6,货币冲销弹性大于1,从整体来看,货币冲销有效性呈现弱递减趋势。     

Inflation and inflation volatility in Thailand

Quarterly data for Thailand are used in this article for the period 1965q3–2013q4 to investigate both the relationship between inflation and inflation volatility, and the impact of inflation volatility on economic growth. Inflation volatility is estimated by deploying the generalized autoregressive conditional heteroscedastic (GARCH) technique. A Granger causality test is then conducted to examine the causality between inflation and inflation volatility. The empirical results obtained are consistent with a number of theoretical propositions. First, the results are consistent with the Friedman–Ball proposition, which states that a rise in inflation raises inflation volatility. Second, there is evidence supporting the Holland proposition that inflation volatility lowers the rate of inflation. This is consistent with the view that central banks attempt to stabilize inflation with the rise in inflation volatility. Third, empirical results obtained by asymmetric GARCH models suggest that inflation shocks have an asymmetric impact on inflation volatility (i.e. a positive inflation shock has a larger impact on inflation volatility – as measured by the logarithm of the conditional variance of inflation – than a negative inflation shock). Fourth, inflation volatility has an adverse impact on economic growth. Finally, given the fixed/pegged or managed float exchange rate system, US inflation has been found to have a positive impact on inflation and its volatility in Thailand. This article discusses the implications of empirical findings on the design and enactment of monetary policy for price stability in Thailand.     

Inflation, inflation uncertainty, and monetary policy in Turkey: 1960–1998

The authors constructed a time series of monthly inflation uncertainty in Turkey from 1960 to 1998 using GARCH models and investigated the link between inflation and inflation uncertainty using Granger tests. The authors found strong statistical support that inflation significantly raised inflation uncertainty in Turkey over the full sample period and three subsamples. The evidence on the effect of inflation uncertainty on average inflation is mixed and depends on the time period examined. An analysis of the political conditions and the record of macroeconomic policy making in Turkey between 1960 and 1998 reveal institutional and political factors that can help explain the empirical results.     

Inflation and inflation uncertainty in the euro area

This article estimates a time-varying AR-GARCH model of inflation producing measures of inflation uncertainty for the euro area, and investigates their linkages in a VAR framework, also allowing for the possible impact of the policy regime change associated with the start of EMU in 1999. The main findings are as follows. Steady-state inflation and inflation uncertainty have declined steadily since the inception of EMU, whilst short-run uncertainty has stabilised. A sequential dummy procedure provides further evidence of a structural break coinciding with the introduction of the euro and resulting in lower long-run uncertainty. It also appears that the direction of causality has been reversed, and that in the euro period the Friedman-Ball link is empirically supported, consistently with the idea that the ECB can achieve lower inflation uncertainty by lowering the inflation rate.     

Asymmetric Causality Between Inflation and Uncertainty: Evidences from 33 Developed and Developing Countries

Empirical studies have provided conflicting findings about the relationship between inflation and inflation uncertainty. Thus, the direction of the causality is still questionable. The present paper is aimed to extend the existing literature using non-linearity models and asymmetric causality tests. For this purpose, the data for 33 developed and developing countries during 1988Q4-2016Q3 is used. The results showed an asymmetry in the inflation behavior which is specified by smooth transition process, as well as separating positive and negative shocks observed in causality test. The asymmetric causality between inflation and inflation uncertainty is confirmed in most countries, although the empirical evidence in favor of Cukierman-Meltzer hypothesis is found to be weaker than Friedman-Ball hypothesis.

     

Regime‐dependent effects of uncertainty on inflation and output growth: evidence from the United Kingdom and the United States

Employing a bivariate regime switching model, this paper attempts to examine the regime‐dependent effects of inflation uncertainty and output growth uncertainty on inflation and output growth. Using monthly data of the United Kingdom and the United States, we provide evidence that both nominal and real uncertainty exert regime‐dependent impacts on inflation. Furthermore, in case of both the countries, inflation uncertainty has adverse impact on output growth mainly during the period of economic contraction. Also, for these two countries, it can be argued that higher real uncertainty significantly reduces output growth only in their respective low output growth regimes.     

Trade and Investment Linkages and Stock Market Long‐Run Relationship

This paper aims to examine whether the intensity of trade and investment linkages among the countries matter for their stock market long‐run relationship. To achieve this, we classify Australia's bilateral trade and investment partners into major, medium and minor. Empirical findings of an asymmetric generalised dynamic conditional correlation generalised autoregressive conditional heteroskedasticity model show that correlations are time varying and increased significantly during the global financial crisis (GFC). Results of multivariate cointegration test confirm the long‐run equilibrium relationship between the stock markets of Australia and its major partners in the pre‐GFC and during GFC. Based on the full‐sample results, it indicates that the GFC has segmented the stock markets from the long‐run equilibrium relationship. Granger non‐causality test results on full sample show that Australian stock market causes only the New Zealand market while the USA, the UK, Germany, Canada, Switzerland and Italy drives the Australian market. Our results therefore suggest that the intensity of bilateral trade and investment linkages among the countries matter for their stock markets' long‐term relationship.     

The Dynamics Between Inflation and Inflation Uncertainty: Evidence from India

This study examines the causal nexus between inflation and inflation uncertainty. In this regard, conventional Generalized Autoregressive Conditional Heteroskedasticity (GARCH) models and Stochastic Volatility (SV) models are used to measure inflation uncertainty and Bai and Perron (Econometrica 66:47–78, 1998; J Appl Econom 18:1–22, 2003) test is used to identify structural breaks in inflation. The empirical evidence derived from the monthly data for the period from June 1961 to April 2011 suggests that the measure of inflation uncertainty obtained from SV model is more reliable than the measure obtained from GARCH model and also the causal nexus between inflation and inflation uncertainty seems to be significantly conditional upon the measure of uncertainty used. The structural break test identifies four episodes of inflation during the sample period, and the causality between inflation and its variability varies across different episodes. The inflation and its variance seem to be independent of each other during the first two regimes that cover the period from 1960 to 1980 and on the contrary, during the later period largely bidirectional causality is observed. Further, inflation seems to exert positive impact on inflation uncertainty, whereas inflation uncertainty has negative impact on inflation.

     

Is the export‐led growth hypothesis valid for Canada?

Abstract Empirical evidence linking exports to economic growth has been mixed and inconclusive. This study re‐examines the export‐led growth (ELG) hypothesis for Canada by testing for Granger causality from exports to national output growth using vector error correction models (VECM) and the augmented vector autoregressive (VAR) methodology developed in Toda and Yamamoto (1995) . Application of recent developments in time series modelling and the inclusion of relevant variables omitted in previous studies help to clarify the contradictory results from prior studies on the Canadian economy. The empirical results suggest that a long‐run steady state exists among the model's six variables and that Granger causal flow is unidirectional from real exports to real GDP. JEL Classification: F43, C32 Est‐ce que l’hypothèse de la croissance engendrée par les exportations est valide pour le Canada? Les résultats empiriques des études tentant de montrer le lien entre les exportations et la croissance économique sont mixtes et ne contiennent pas de résultats concluants. Cet article ré‐examine l’hypothèse dans le cas du Canada en testant la causalitéà la Granger pour les exportations et la croissance du produit national, en utilisant les modèles VECM et la méthodologie VAR développés par Toda et Yamamoto (1995) . L’application de certains développements récents dans l’analyse des séries chronologiques et l’inclusion de variables pertinentes omises dans les études antérieures aident à mettre de l’ordre dans les résultats contradictoires des études antérieures portant sur l’économie canadienne. Les résultats empiriques suggèrent qu’un régime permanent existe entre les six variables du modèle et que la causalitéà la Granger est unidirectionnelle des exportations réelles vers le PIB réel.     

Has the 2008 financial crisis and its aftermath changed the impact of inflation on inflation uncertainty in member states of the european monetary union?

We study to what extent the financial crisis of 2008 and its aftermath have changed the impact of inflation on inflation uncertainty in the 12 original member states of the European Monetary Union (EMU). We adopt a time‐varying coefficient regression model with stochastic volatility effects, and extract two measures of inflation uncertainty from our data, namely, (1) The conditional volatility of inflation, (2) The conditional volatility of steady‐state inflation. (1)–(2) represent short‐run and steady‐state inflation uncertainty, respectively. The time‐varying impact of inflation on inflation uncertainty is analyzed using Markov‐switching regressions, where switching between the low and high inflation uncertainty regime is determined via an unobserved Markov process. Results suggest that the 2008 financial crisis and its aftermath have changed the impact of inflation on (1) and (2) across the selected EMU member states. However, a uniform pattern cannot be detected. For some member states, we document a strong link, whereas for others, the impact of inflation on inflation uncertainty is relatively weaker.     

Determinants of housing price volatility in Canada: a dynamic analysis

This article tries to identify the determinants of housing price volatility and to examine the dynamic effects of these determinants on volatility using quarterly data for Canada. The Generalized Autoregressive Conditional Heteroskedastic (GARCH) and the Vector Autoregressive (VAR) models have been employed to analyse possible time variation of the housing price volatility and the interactions between the volatility and the key macroeconomic variables. We find the evidence of time varying housing price volatility for Canada. Our VAR, Granger causality and variance decomposition (VDC) analyses demonstrate that housing price volatility is affected significantly by gross domestic product (GDP) growth rate, housing price appreciation rate and inflation. On the other hand, volatility affects GDP growth rate, housing price appreciation and volatility itself. The impulse response analysis reveals the asymmetric of the positive and negative shocks. The findings of this article have important implications, particularly for those seeking to develop derivatives for housing market prices.     

Inflation and economic growth: a multi-country empirical analysis

The world eocnomy is currently adjusting to a low inflation regime which has implicastions for the cross-country distribution of world growth opportunities. In contrast to previous related work which assumes unidirectional causality, this paper uses the Granger methodology to examine both the direction and pattern of causality between inflation and economic growth in 70 countries using annual data over the period 1960–89. Among the conclusions are that first, the relationship between inflation and growth is non-uniform across countries: 40% of countries studied reveal no causality, one-third exhibit unidirectional causality and about one-fifth of countries show bidirectional causality, second, a vast majority of countries which show either uni- or bi-directional causality beong to the industrial group, and third, the low world inflation regime will on balance redistribute real growth opportunities benefit away from the developing countries towards the industrialized countries.     

Time–frequency relationship between US inflation and inflation uncertainty: evidence from historical data

We provide new evidence on the relationship between inflation and its uncertainty in the United States on an historical basis, covering the period from 1775 to 2014. First, we use a bounded approach for measuring inflation uncertainty, as proposed by Chan et al. (2013), and compare the results with the Stock and Watson (2007) and Chan (2015) methods. Second, we employ the wavelet methodology to analyze the comovements and causal effects between the two series. Our results provide evidence of a relationship between inflation and its uncertainty that varies across time and frequency. First, we show that in the medium and long runs, the Freidman–Ball hypothesis holds with a bounded measure of uncertainty, while if the Stock and Watson (2007) measure of uncertainty is used, the Cukierman–Meltzer reasoning prevails. Therefore, the findings are sensitive to the way inflation uncertainty is computed. Second, we discover mixed evidence about the inflation–uncertainty nexus in the short run, findings that explain the mixed results reported to date in the empirical literature.     

中国通胀水平与通胀不确定性:马尔柯夫域变分析

本文使用中国1985年以来月度数据,基于马尔柯夫域变模型考察了通胀水平及其与不确定性的关系。我们将通胀的不确定性分解为两类成分:未来通胀冲击的不确定性和未来通胀均值域变的不确定性。研究结果表明,高的通胀水平伴随着这两类不确定性成分的同时增大,这意味着通胀成本很大程度上和不确定性的成本联系在一起,稳定价格和维持低通胀环境可能成为央行减少不确定性的重要手段。本文结果还表明,域变模型相对线性自回归模型以及ARCH模型更好地刻画了中国通胀率过程的特点。以往应用中忽略了这种域变特点可能导致通胀预测值相对于真实值的系统性偏差,或者通胀不确定性的错误估计。     

货币增长不确定性与通货膨胀不确定性——“波动溢出”假说与实证检验

文章基于通货膨胀——通货膨胀不确定性关系的理论研究,提出货币增长不确定性向通货膨胀不确定性波动溢出的计量检验假说,并利用中国数据,运用多元GARCH模型进行实证检验。结果发现,存在货币增长不确定性显著向通货膨胀不确定性波动溢出的效应。这意味着,货币增长不确定性具有提供有关预测通货膨胀不确定性信息的能力。同时也表明,货币增长不确定性是通货膨胀不确定性的重要解释变量,其重要性不应被忽视。实证结论的政策含义是:减少货币增长不确定性是降低通货膨胀不确定性的重要途径,我国20世纪90年代中后期稳健的货币政策所带来的通货膨胀不确定性显著降低的现实支持了这个观点。     

Macroeconomic Uncertainty and Performance in Asian Countries*

We use a very general bivariate GARCH‐M model and quarterly data for five Asian countries to test for the impact of real and nominal macroeconomic uncertainty on inflation and output growth. We conclude the following. First, in the majority of countries uncertainty regarding the output growth rate is related negatively to the average growth rate. Secondly, contrary to expectations, inflation uncertainty in most cases does not harm the output growth performance of an economy. Thirdly, inflation and output uncertainty have a mixed effect on inflation. Consistent results are found using the VAR‐GARCH‐M approach to investigate the dynamic relationship between inflation and output growth using impulse response functions. This evidence implies that macroeconomic uncertainty may even improve macroeconomic performance, i.e. raise output growth and reduce inflation. Our empirical results highlight important differences with those for industrialized countries.