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1.
In this paper we propose a method to derive the spectral density function of Markov switching ARMA models. We apply the Riesz-Fischer theorem which defines the spectral representation as the Fourier transform of the autocovariance functions. 相似文献
2.
Hwa-Taek Lee 《Applied economics》2013,45(16):2279-2294
Standard unit root tests are not very powerful in drawing conclusions regarding the validity of Purchasing Power Parity (PPP). Rather than asking whether PPP holds throughout the whole sample period, we examine, in this study, if PPP holds sometimes by employing Hamilton-type (1989) Markov regime switching models. When at least one of multiple regimes is stationary, PPP holds locally within the regime. There are indeed various reasons that we should expect that the persistence of real exchange rates changes over time. Employing five real exchange rates spanning more than 100 years, we find herein strong evidence that the strength of PPP varies during the sample periods and that there exist stationary regimes in which PPP holds. Throughout the article, we also make comparisons to previous Markov regime switching estimation results by Kanas (2006) on the same data series. The new Markov switching model selection criterion of Smith et al. (2006), which is devised especially for discriminating Markov regime switching models, unambiguously indicates a preference for the Hamilton-type Markov regime switching model employed in this study. We also find that the evidence for PPP is not much different across different nominal exchange rate arrangements. 相似文献
3.
通过引入三种均值方差都可能不同的区制,并基于改进的马尔科夫区制转换模型对1989年2月至2010年4月中国真实利率演变的考察,结果表明不同阶段的真实利率的确存在不同的均值和方差;考虑到区制转换特征之后,真实利率大体平稳,有均值回复趋势。而以往的应用中,忽略了这种区制转换特征可能导致对真实利率预测值的系统性偏差。 相似文献
4.
Vadim Marmer 《Empirical Economics》2008,35(1):101-122
This paper presents tests for the null hypothesis of no regime switching in Hamilton’s (Econometrica 57:357–384, 1989) regime switching model. The test procedures exploit similarities between regime switching models, autoregressions with measurement errors, and finite mixture models. The proposed tests are computationally simple and, contrary to likelihood based tests, have a standard distribution under the null. When the methodology is applied to US GDP growth rates, no strong evidence of regime switching is found. I thank Don Andrews, Peter Phillips, Yuichi Kitamura, Anat Bracha, Patrik Guggenberger, Orit Whiteman and three anonymous referees for useful comments and suggestions. 相似文献
5.
Dicle Ozdemir 《Frontiers of Economics in China》2020,15(1):56-69
Business cycle dynamics are determined by relatively large volatilities in output,consumption,and investment,which leads to cyclical fluctuations in interest rates.Using the Markov switching model,we model the nominal interest rate movements to explain the volatility regime shifts in a set of selected emerging Asian economies.The estimated results provide significant evidence of regime-dependent means,variances,and probabilities in both stable and volatile regimes in selected countries,confirming the existence of two distinct regimes in nominal interest rate movements.In addition,the smoothed probability results of switching autoregressive model show that the model is capable of capturing the two regimes for the corresponding nominal interest rate behaviors.Besides,the results reveal that the stables regimes have higher durations than the volatile regimes.This study also shows the advantage of Markov switching models over conventional regression models,allowing the identification of different regimes for the cyclical behavior of interest rates. 相似文献
6.
Song‐Zan Chiou Wei 《International economic journal》2013,27(2):245-257
One influential aspect of international integration of financial markets is the possibility of reducing divergences between domestic interest rates and foreign interest rates or increasing the degree to which yields in different financial markets move together over time. In this study, we investigate the convergence of the real interest rates using the Kalman filter. Applying the modified Hall et al. () approach, we model the risk premium and convergence of real interest rates using the time‐varying parameter estimation techniques. We present evidence of risk premium and convergence for two blocks of countries—The Asian‐Pacific countries including the US, Japan, Taiwan and South Korea and the US‐European group including France, the UK, Germany and the US. 相似文献
7.
This paper estimates the magnitudes of government spending and tax multipliers within a regime-switching framework for the U.S. economy during the period 1949:1–2006:4. Our results show that the magnitudes of spending multipliers are larger during periods of low economic activity, while the magnitudes of tax multipliers are larger during periods of high economic activity. We also show that the magnitudes of fiscal multipliers got smaller for episodes of low growth, while they got larger for episodes of high growth in the post 1980 period. Analyzing the effects of government spending and taxes on consumption and investment spending indicates that the magnitude of the effects of fiscal shocks on consumption and investment is very small. 相似文献
8.
In this study a regime-switching approach is applied to estimate the chartist and fundamentalist (c&f) exchange rate model originally proposed by Frankel and Froot (1986). The c&f model is tested against alternative regime-switching specifications applying likelihood ratio tests. Nested atheoretical models like the popular segmented trends model suggested by Engel and Hamilton (1990) are rejected in favour of the multi-agent model. Our findings turned out to be relatively robust when assessing the models sub-sample estimates and out-of-sample performance.JEL Classification:
F31, F37, G12, G15
Correspondence to: S. Reitz 相似文献
9.
William D. Bryant 《International Review of Applied Economics》2010,24(6):633-647
In light of continuing mixed results in the literature, this paper re‐examines the German Dominance Hypothesis (GDH) and considers whether the UK should join the Eurozone. For this purpose, short‐term interest rate relationships between the UK, Germany, the Eurozone and the USA, for the period January 1982 to June 2007, are studied. The policy implication of a loss of monetary autonomy for the UK in favour of Germany or the European Central Bank (ECB) would give support to the UK joining the EMU as an economic response. From the early 1980s the Bundesbank’s responsibility was to use money growth targets to keep average inflation rate down in the long run. This long run objective suggests that an appropriate methodology for testing the GDH is to test whether the German stochastic trend is a driving stochastic trend. In other words we determine whether a permanent shock to the German interest rate has a permanent effect on the UK interest rate. To this end the structural shocks in a VECM are identified by imposing long‐run restrictions of the type developed in King et al. (1991). We apply the same techniques to testing whether the UK has suffered a loss of monetary autonomy in favour of the ECB. 相似文献
10.
11.
Alfred A. Haug 《Applied economics》2013,45(10):1058-1066
The role of structural breaks in long spans of ex-post real interest rates for 10 industrialized countries is studied. First, the persistence of the real interest is assessed with newly proposed low-frequency tests of Müller and Watson (2008). Second, the test of Leybourne et al. (2007) for a change in persistence of a time series is applied to the real interest rate. The results show that real interest rates over the full sample period do not fit a covariance-stationary or unit-root model, nor a fractionally integrated, near-unit-root or local-level model. Instead, the persistence of real rates changes over time and there are periods when the real rate is covariance-stationary and other periods when it follows a unit-root process. 相似文献
12.
In the aftermath of the great contraction of 2008, policymakers were faced with the Zero Lower Bound (ZLB) on nominal interest rates. Central banks implemented several unconventional monetary policies to overcome the ZLB, including setting negative nominal interest rates. This paper explores possible unintended effects of setting negative policy rates. Using Danish data, I assess the impact of paying a negative interest rate on reserves. Results suggest that going into negative territory has a particular impact, distinct from that of simply lowering interest rates: it leads to higher banking outflows and depreciation of the currency. Due to the reluctance of commercial banks to pass on negative rates to their depositors (retail deposits can easily be switched into cash), paying a negative (vs. positive) interest rate on reserves creates a disconnection between the assets and liabilities of commercial banks' balance sheets. Commercial banks can avoid this disconnection by holding external assets or assets in foreign currencies. This incentive to increase banking outflows appears to explain the particular impact of going into negative territory. 相似文献
13.
We build a dynamic general equilibrium model that adds a banking sector to the standard RBC model. We look at the response
of the real interest rate to innovations in the banks' technology and in the nonbank firms' technology. While technological
innovations in the nonbanking sector put upward pressure on the interest rate, technological innovations in banks exert downward
pressure on the interest rate. This implies that, if the technological innovations in banks are strong enough, stochastic
simulation experiments generate negative correlations between the real interest rate and current and future values of real
output. This is especially significant because negative correlations between the interest rate and output are a key post-war
U.S. business cycle fact difficult to replicate in benchmark dynamic models. 相似文献
14.
Maria Soledad Martinez Peria 《Empirical Economics》2002,27(2):299-334
This paper implements a regime-switching framework to study speculative attacks against EMS currencies during 1979–1993. To identify speculative episodes, we model exchange rates, reserves, and interest rates as time series subject to discrete regime shifts between two possible states: “tranquil” and “speculative”. We allow the probabilities of switching between states to be a function of fundamentals and expectations. The regime-switching framework improves the ability to identify speculative attacks vis-à-vis the indices of speculative pressure used in the literature. The results also indicate that fundamentals (particularly budget deficits) and expectations drive the probability of switching to a speculative state. First Version Received: October 2000/Final Version Received: June 2001 相似文献
15.
The aim of this paper is to investigate the existence and nature of seasonality (deterministic or stochastic) in tanker freight markets and measure and compare it across sub-sectors and under different market conditions (expansionary and contractionary) for the period January 1978 to December 1996. The existence of stochastic seasonality is rejected for all freight series while results on deterministic seasonality indicate increases in rates in November and December and decreases in rates from January to April. Seasonality is found to be varying across markets depending on vessel size and market condition. Seasonality comparisons under different market conditions, an issue investigated for the first time in the econometrics literature using Markov Switching models, reveal that seasonal rate movements are more pronounced when the market is recovering compared to smaller changes when the market is falling. This is well in line with the low and high elasticity of supply expected in expansionary and contractionary periods of shipping markets. The results have implications for tactical shipping operations such as budget planning, timing of dry-docking, vessel speed adjustments and repositioning. As expected, the out-of-sample forecasting performance of these Markov Regime Switching models is lacking somewhat, a result which is thought to be a consequence of having to predict ‘states’ simultaneously with mean values. 相似文献
16.
Sungju Chun 《Applied economics》2013,45(24):3512-3528
We study the finite sample properties of tests for structural changes in the trend function of a time series that do not require knowledge of the degree of persistence in the noise component. The tests of interest are the quasi-Feasible Generalized Least Squares (FGLS) procedure by Perron and Yabu (2009b) and the weighted average of the regression t-statistics by Harvey et al. (2009), both of which have the same limit distribution whether the noise component is stationary or has a unit-root. We analyse the finite sample size and power properties of these tests under a variety of Data-Generating Processes (DGPs). The results show that the Perron–Yabu test has greater power overall. With respect to the size, the Harvey–Leybourne–Taylor test exhibits larger size distortions unless a moving-average component is present. Using the Perron and Yabu procedure to test for structural changes in the trend function of long-run real exchange rates with respect to the US dollar indicates that for 17 out of 19 countries, the series have experienced a shift in trend since the late nineteenth century. 相似文献
17.
Empirical evidence on international yield comovement is sparse and lacks consensus. Employing a dynamic correlation approach, we show that during the recent global financial crisis, euro area yields have ceased to comove with the yields of the other international markets – Canada, UK and US. Some implications of our results are discussed. 相似文献
18.
Most economic growth research has been aimed at explaining cross-country differences in average growth rates. However, it is well known that growth experiences differ over time within a country almost as much as they differ among countries. This paper builds on Pritchett's (2000) [Pritchett, Lant, Understanding patterns of economic growth: searching for hills among plateaus, mountains, and plains, World Bank Economic Review, May 2000, 14 (2), 221–250.] observation that the growth process can be thought of as transitions between different growth regimes and proposes a framework for systematic analysis of such regimes and the dynamics of the transitions. I estimate a Markov-switching regression to characterize four distinct growth regimes and transitions between them. The results show that countries switch among regimes of stable growth, “miracle” catch-up, stagnation and crisis with the transition probabilities determined by the quality of institutions. Better institutions appear to improve long-run growth by making episodes of fast growth more persistent. Low average growth rates in countries with weak institutions are a result of these countries spending more time in stagnation regimes rather then being incapable of fast growth at all. Weak institutions do not rule out growth takeoffs but limit their sustainability. The approach directs attention to shifts in growth performance and highlights the fact that identical average growth rates can mask very distinct growth paths. 相似文献
19.
当前宏观经济条件下加息政策的效应分析 总被引:1,自引:0,他引:1
2007年上半年的主要宏观经济数据显示,目前我国经济流动性过剩问题更加突出,"三过"问题不断交织,物价上涨压力不断加大.围绕这些问题,部分经济学家认为经济过热现象不断显现,加息已在所难免;而另一部分人则认为中国经济并不存在过热问题,只是投资分布不合理,加息并不能解决当前的问题.本文结合这两种观点,分析加息政策的效应,并提出对这一问题的相应看法. 相似文献
20.
马文涛 《中南财经政法大学学报》2010,(2)
利用马尔科夫范式转换模型分析了1985年1月到2009年7月我国通货膨胀的状态转换特征,并考察了与之伴随的不确定性及其对我国主要宏观经济变量的影响,发现通货膨胀不确定性仅对消费波动有显著影响,对投资和净出口的影响不显著,且方差不确定性和均值不确定性分别导致了消费波动增大与减小.通货膨胀不确定性凸显了宏观调控的重要性,积极、有效、透明的政策能够减少消费所面临的不确定性,保证居民消费的稳定和可持续增长,将有助于扩大内需,促进我国经济增长. 相似文献