Median-unbiased estimation of structural change models: an application to real exchange rate persistence

Measuring deviations from purchasing power parity has been the subject of extensive investigation. The most common practice in empirical research for measuring real exchange rate persistence is to estimate univariate autoregressive (AR) time series models and calculate the half-life, defined as the number of periods for a unit shock to a time series to decay by 50%. In the presence of structural change, there are two potential biases in the parameter estimates of AR models: (1) a downward small sample median-bias and (2) an upward bias, which occurs when structural change is present and ignored. We conduct a variety of Monte Carlo simulations and demonstrate that the existence of structural change causes a substantial increase in the small sample bias documented in Andrews (1993). We then propose an extension of median-unbiased estimation, which explicitly accounts for structural change, and apply these methods to estimate half-lives of several long-horizon real exchange rates analysed by Lothian and Taylor (1996) and Taylor (2002). The upward bias from neglecting structural change dominates the downward median-bias for these real exchange rates. When structural change is present and accounted for, the median-unbiased half-lives towards a changing mean decrease and the confidence intervals tighten.     

Modelling regime shift behaviour in Asian real interest rates

In this paper we investigate whether real interest rates for a number of Asian economies are constant but subject to occasional jumps using the Markov switching technique. We find evidence that all six rates under consideration have generally been stable, only shifting in response to either international or country-specific shocks.     

On the determination of real interest rates in Europe

In this paper a loanable funds model is estimated over the period 1959–1990 for the determination of after-tax expected real interest rates using aggregated data for four European countries under the assumption that high capital mobility in Europe implies a common capital market. It is concluded that real interest rates in the European Community were mainly driven by movements in temporary income, expected inflation, lagged investment, money growth, and the oil price. Moreover, our aggregate, model appears to be reasonably stable. Finally, individual country rates are shown to depend on the European rate as well as some country-specific variables, suggesting a limited degree of isolation from international financial markets for the countries concerned.At the time of writing the author was still affiliated with the Department of Economics at the University of Groningen. Hence, any views expressed here are those of the author and do not necessarily represent those of De Nederlandsche Bank. This paper benefitted very much from stimulating comments made by Willem Buiter, Kanhaya Gupta, Jakob de Haan, Flip de Kam, Kees Koedijk, and an anonymous referee. The author would like to thank Jan-Egbert Sturm for technical assistence. Of course, the usual disclaimer applies.     

The role of uncertainty in the term structure of interest rates: A GARCH-ATSM approach

This article examines the roles of uncertainties regarding various macro-variables in determining risk premiums of bond yields. We develop a multivariate GARCH-VAR to quantify uncertainties regarding inflation, real activities and monetary policy as time-varying conditional variances. We jointly estimate the multivariate GARCH and no-arbitrage bond pricing equations using a maximum likelihood method. The results indicate that the inflation uncertainty is the largest contributor to the dynamics of long-term yields since the 1980s, while the monetary policy uncertainty also plays noticeable roles.     

Uncovered interest parity in Central and Eastern Europe: Expectations and structural breaks

This paper examines the empirical validity of the hypothesis of uncovered interest parity (UIP) using data from five Central and Eastern European countries with floating exchange rates for the period 2003 to 2014. The analysis includes forward‐looking as well as static expectations and allows for different types of structural break. The variable depicting the deviation from strict UIP is stationary when expectations are forward looking, suggesting that it is not possible to reject the UIP hypothesis with a constant risk premium. The deviation from strict UIP is however typically not stationary when expectations are static, even when structural breaks are incorporated, leading to the rejection of the UIP hypothesis with a constant risk premium. The results underscore the central role of expectations for the UIP hypothesis.     

Nonparametric estimation of convergence of interest rates: Effects on bond pricing

We present and estimate a model of short term interest rate dynamics where we incorporate the convergent behavior of interest rates implied by the transition to EMU. We apply this model to data of two EMU countries - Spain and Italy - and compare the performance, in terms of accuracy of bond pricing, of this two-factor convergence model with alternative specifications. Nonparametric techniques are used for the estimation of the processes. The two-factor model which accounts for the convergence with Europe of the domestic economies, obtains better results, especially for short-term assets, than alternative models. The results of the nonparametric specifications are shown to be significantly better than those of parametric alternatives.JEL Classification: E43, C14We would like to thank Adrian Pagan and Eduardo Schwartz for their invaluable feedback, encouragement and patience. We also would like to thank the editor, two anonymous referees and participants at the Symposium of Economic Analysis (Barcelona, December 1999), the Australasian Meeting of the Econometric Society (Sydney, July 1999), the 2000 European Meeting of the Financial Management Association (Edinburgh, July 2000) and seminars at the Australian National University, Canberra, and at the University of New South Wales, Sydney, for their comments and suggestions. All errors remain our sole responsibility. Financial assistance from the Fundación Ramó n Areces, Madrid, Spain, and the Asociación de Amigos de la Universidad de Navarra, Pamplona, Spain, is gratefully acknowledged.     

Modelling time series properties of Australian lending interest rates

The purpose of this paper is to examine the time series properties of Australian residential mortgage interest rates, and in doing so, establish whether or not selected home loan rates （product-level monthly home loan interest rates for CBA） exhibit the expected cyclical and seasonal variations and whether seasonality, if present, is stochastic or deterministic. In particular, due to a well established presence of cyclicality in financial markets＇ interest rates and strong correlation between financial markets＇ interest rates and home loan interest rates, the paper presumes that cyclicality is also to be found in home loan interest rates. Furthermore, the paper tests the hypothesis that home loan interest rates, for selected products, exhibit the three identified （＂Spring＂, ＂Autumn＂ and ＂The end of the Financial Year＂） season-related interest rate reductions. The paper uses a structural time series modelling approach and product-level home loan interest rates data from one of the biggest banks in Australia, Commonwealth Bank of Australia （CBA）. As expected, the results overall confirm the existence of cyclicality in home loan interest rates. With respect to the seasonality of home loan interest rate, although most of the analysed variables show the presence of statistically significant seasonal factors, the majority of the statistically significant seasonal factors observed cannot be attributed to any of the three considered seasonal effects.     

Smooth structural breaks and the stationarity of the yen real exchange rates

This article examines and solves an interesting paradox in the literature that the tests for purchasing power parity (PPP) based on the yen real exchange rates (RERs) refute the PPP hypothesis more often than those with other major currency-based RERs, and the evidence is sensitive to the sample period used. Using a new empirical methodology accounting for both nonlinearity and multiple smooth temporary breaks in the data, we show that the puzzling finding is due to the failure to take into account the long but temporary large rise and fall in the yen RERs. The results illustrate that the yen RERs in the post-Bretton Woods period are likely mean reverting with linear or nonlinear adjustment toward large, long swing type of infrequent smooth temporary changes around constant equilibrium values, supporting the validity of PPP and resolving the paradox.     

Non-core liabilities and interest rate pass-through: bank-level evidence from Indonesia

The policy importance of non-core liabilities (bank liabilities other than equity and retail deposits) has risen to prominence in recent years with a number of studies highlighting it as a useful indicator of financial procyclicality and vulnerability. In this paper, we look at non-core liabilities in relation to its role in the transmission of monetary policy, particularly by examining how the interest rate channel of monetary policy is affected by non-deposit liabilities. We analyse this issue in the context of an emerging economy experience of Indonesia, which in recent years, has seen an increased reliance of its banking sector on non-core funding. Our investigation employs available bank-level data on non-core liabilities and lending rates in Indonesia over the period October 2011 to July 2016. We find that including non-core liabilities in the estimation has an effect, relative to the baseline, of stronger overall and immediate pass-through, albeit with a more sluggish adjustment towards the correction of disequilibrium in the next period. The overall effect is that non-core liabilities make the duration longer for the monetary policy rate to transmit to bank lending rates in Indonesia.     

Asymmetric responses of house prices to changes in the mortgage interest rate: evidence from the Australian capital cities

We examine the dynamic and asymmetric responses of house prices to changes in mortgage interest rates in Australia from January 1995 to November 2017. We propose a threshold intervention model to distinguish between the effects of positive versus negative changes in the standard variable interest rate. The results indicate that rising interest rates decrease house prices more than falling interest rates increase them. For example, a 1% decrease in interest rates increases Sydney’s house prices by 0.7%, whereas a 1% increase leads to a 1.5% fall. The findings also support the view that when interest rates are on the rise, house prices in larger capital cities such as Sydney and Melbourne fall faster than in their smaller counterparts. Our findings imply that a rise in interest rates may thus lead to sharp, fast and significant falls in house prices, a phenomenon which will not simply be a symmetric unwinding of earlier price increases.     

Synchronisation and staggering of interest rate change by UK financial services firms

This study examines the frequency and form of deposit account interest rate change. Specifically the question of whether deposit interest rate change is synchronised with other banks or staggered at periodic intervals is addressed. Overall, evidence consistent with individual banks changing deposit interest rates in a staggered manner is recorded. Further larger banks are seen to change interest rates in a more synchronised manner than smaller banks. Lastly, when banks offer multiple deposit accounts, these products' interest rates are generally changed simultaneously by individual banks. These findings extend the current understanding of deposit interest rate change, and indicate that UK deposit interest rate setting is relatively rigid.     

Inflation-targeting and real interest rate parity: A bias correction approach

This paper investigates whether inflation-targeting influences real interest rate parity (RIP) by a bias correction approach under cross-sectional dependence. The recursive mean adjustment (RMA) method proposed by So and Shin (1999) and Shin and So (2001) is employed to correct the downward bias in the panel unit root tests and in the half-life estimates of real interest rate differentials for traded and non-traded goods. The empirical findings differ depending on whether we apply the RMA. More importantly, the empirical results show that as more homogeneous economies become involved in terms of inflation-targeting regime, stronger mean reversion and much a tighter confidence interval are present. Thus, inflation-targeting plays an important role in providing favorable evidence for long-run RIP.     

Empirical analysis of the monetary policy transmission through interest rate channel in China

With the deregulation of interest rates in China, the interest rate channel of monetary policy transmission is becoming more and more important. Firstly, this paper makes empirical studies on the transmission mechanism in China represented by the conventional interest rate channel of monetary policy transmission by using the Granger causality test. The result shows that there is no causality neither between investment expenditure and the market interest rate nor between household consumption and the market interest rate, which suggests that the transmission of monetary policy in China is impeded. Then the reasons from three aspects including interest rate liberalization, asset-backed securitization and household consumption behavior are analyzed.     

Instability tests in cointegration relationships. An application to the term structure of interest rates

This paper tries to review, from a practitioner's point of view, the recent strand of literature on cointegration tests allowing for structural changes or parameter instability. Thus, we apply several tests using as an example the expectations model of the term structure of interest rates. The results are consistent with the existence of cointegration between the long and the short run Spanish interest rates, with a vector (1,−1), as predicted by the theory. However, there is also evidence of structural instability, mainly at the beginning of 1994, that can be attributed to the financial changes that occurred in Spain as a result of its external commitments in the process of the European Monetary Union.     

Measuring asymmetry and persistence in conditional volatility in real output: evidence from three East Asian tigers using a multivariate GARCH approach

We search for evidence of conditional volatility in the quarterly real Gross Domestic Product (GDP) growth rates of three East Asian tigers: Singapore, Hong Kong and Taiwan. The widely accepted Exponential Generalized Autoregressive Conditional Heteroscedasticity (EGARCH)-type model is used to capture the existence of asymmetric volatility and the potential structural break points in the volatility. We find evidence of asymmetry and persistence in the volatility of GDP growth rates. It is noted that the structural breakpoints of volatility correspond reasonably well to the historical economic and political events in these economies. Policy implications from our findings are discussed.     

The expectations hypothesis of the term structure of interest rates: The Brazilian case revisited

This article tests the Expectations Hypothesis (EH) using Brazilian monthly data for bond yields spanning the 2000–2017 sample period and ranging in maturity from 3 months to 5 years. Three tests are examined: the first is based on interest rates spread and the other two are based on the forward rates. On balance our results suggest rejection of the EH throughout the maturity spectrum examined, and are broadly consistent with previous findings that a linear combination of forward rates provides a statistically significant prediction of bond excess returns.     

Searching for the natural rate of interest: a euro area perspective

A time-varying natural rate of interest is estimated for the euro area using a multivariate unobserved components model. The problem of aggregating interest rate data for the pre-EMU period is directly addressed, and a simple method is proposed in order to adjust the risk premia in the interest rate data prior to 1999. We show that, for the pre-EMU period, using risk-unadjusted policy rates leads to periods of high risk premia being erroneously taken as monetary policy replies to the output gap; in contrast, using risk-adjusted policy rates yields an estimate of the reaction of monetary policy to the output gap corresponding approximately to an increase of 40 basis points for a 1%positive deviation of output from potential output. A positive deviation of inflation from its trend of 1%is estimated to have triggered an approximately 1.2%increase in short-term interest rates.     

Long-run estimates of money demand: new evidence from East Asian countries and the presence of structural breaks

Conventionally, the money demand function is estimated using a linear regression of the logarithm of money demand on a number of variables. In this article, we aim to estimate the long-run properties of money demand specification for a number of East Asian economies and within a panel framework with the presence of structural breaks. Various country-specific coefficients are allowed to capture inter-country heterogeneities. Consistent with theoretical postulates, it is found that (a) the demand for money in the long-run positively responds to real income and inversely to the interest rate spread, inflation, the real effective exchange rate and the US real interest rate; (b) the long-run income elasticity is greater than unity; and (c) both the currency substitution and capital mobility hypotheses hold. The empirical findings in this article can provide useful policy guidelines to the East Asian countries’ central banks in their quest for price stability. If one of the primary objectives of these countries is to minimize price instability, they should avoid creating unnecessary disequilibrium in the money market, while the employment of cointegration with the presence of structural breaks clearly recommends to central banks to use the supply of money to attain price and macroeconomic stability.