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1.
The authors' research suggests that people search online for information on currency exchange rates and that this information-seeking process can be translated into data on people's interest for a given currency. The authors utilize Google Trends data to capture the level of interest in 3 currency pairs: the euro, the pound sterling, and the Canadian dollar against the U.S. dollar and conduct a multivariate data analysis in the context of vector-autoregressive models. The findings suggest that there is a small but significant impact on collective perception on exchange rates. The authors show that Google Trends data could be an important source of information for investors looking into exchange rate trends. 相似文献
2.
The use of news-based data for tracking the real economy has gained popularity recently as newspapers archives have become accessible and the need for timely information has soared. In this article, on the basis of keyword searches in newspaper articles we construct several versions of the so-called Recession-word Index (RWI) for Germany and Switzerland and exploit its use for forecasting. Our main findings are the following. First, we show that augmenting benchmark autoregressive models with the RWI leads to improvement in accuracy of one-step-ahead forecasts of GDP growth compared with those obtained by benchmark models. Second, the accuracy of out-of-sample forecasts obtained with models augmented with the RWI is comparable to that of models augmented with established economic indicators, such as the Ifo Business Climate Index and the ZEW Indicator of Economic Sentiment for Germany, and the KOF Economic Barometer and the Purchasing Managers Index in manufacturing for Switzerland. Our results are robust to changes in estimation/forecast samples, the use of rolling versus expanding estimation windows and the inclusion of a web-based recession indicator from Google Trends. As our indices are timely and simple to construct, they could be replicated in countries or regions where no reliable economic indicators exist or their provision is very costly. 相似文献
3.
We use Google searches of the word ‘mortgage’ to explain monthly housing transactions in the Netherlands in the period from 2004 until 2015. Our estimates indicate that Google searches of the previous months are significantly positively associated with housing transactions in the current month. This shows evidence that Internet search data can provide information about real market behaviour. 相似文献
4.
Sebastian Rohloff 《Applied economics》2019,51(13):1360-1382
I study the impact of the GSCI commodity price indices on the Australian dollar-Japanese yen nominal exchange rate using a modified version of the classic monetary approach of exchange rate determination. I use a broad range of model-selection and model-averaging criteria. I find some evidence for a short-lived relationship as far as inclusions in the optimal forecasting models are concerned. In general, though, results of the Diebold-Mariano and Clark-West test show that results are not stable over the whole sample. 相似文献
5.
Kanta Marwah 《Economic Modelling》1985,2(2):93-124
A balance-of-payments structural model of the foreign exchange market of Canada, endogenizing capital flows, the spot and forward exchange rates and the entities of the monetary sector, is developed using quarterly data for 1971–81. The capital flows have been disaggregated into ten categories and the exchange rates of the Canadian dollar have been analysed against five major currencies. While the model does not adhere strictly to purchasing power or interest rate parity, it does recognize them and it also incorporates other economic fundamentals, expectations and risk. Government interventions, although generated endogenously, are quantified implicitly and globally. The model tracks the post-Bretton Woods in-sample experience and generates ex post predictions reasonably well. 相似文献
6.
Catching up: The role of demand, supply and regulated price effects on the real exchange rates of four accession countries 总被引:1,自引:0,他引:1
The main aim of this paper is to examine the exchange rate behaviour of a group of four transitional, EU accession countries, with a view to making policy recommendations regarding their full accession to the European Monetary Union. We employ a dynamic OLS panel estimator to investigate the relative importance of demand and supply influences on the exchange rates of these countries. Our analysis shows that both supply‐ and demand‐side effects are important for the accession countries, although their overall effect on inflation differentials and competitiveness seems to be small. An additional focus of the paper is the examination of the role that administrated, or regulated, prices and the productivity of the distribution sector play in the real exchange rate dynamics. Using a unique database we show that administrative prices have been a powerful force behind price and real exchange developments for our group of accession countries. The distribution sector is shown to have an independent effect on the internal price ratio over and above that generated by the Balassa–Samuelson effect. 相似文献
7.
Using a cross-sectional perspective, we investigate the implications of the present-value model of exchange rates for a sample of 64 countries during 1971–2015, excluding periods of pegged exchange rates. Our paper uses all bilateral exchange rate pairs instead of choosing a reference currency and extends the list of fundamentals that have been examined in the previous literature by using the variables present in the behavioral equilibrium exchange rate (BEER) model. We document that exchange rates are strongly connected to future fundamentals using forecast horizons from one month to 10 years. Our findings highlight that unlike for time-series and panel data, the evidence against the “exchange rate disconnect puzzle” is more robust using a cross-sectional perspective. Given the relevance of fundamental factors in determining exchange rates dynamics we examine whether they are useful in constructing profitable investment strategies. Except for inflation, we find that a significant relation between exchange rates and a fundamental does not lead necessarily to a profitable investment strategy. Finally, we document that using the cross-rates of exchange rates leads to a significant improvement in the profitability of the carry trade strategy. 相似文献
8.
Zhi Su 《Frontiers of Economics in China》2014,9(4):573-605
Official monthly unemployment data is unavailable in China, while intense public interest in unemployment requires timely and accurate information. Using data on web queries from lead search engines in China, Baidu and Google, I build two indices measuring intensity of online unemployment-related searches. The unemployment-related search indices identify a structural break in the time series between October and November 2008, which corresponds to a turning point indicated by some macroeconomic indicators. The unemployment- related search indices are proven to have significant correlation with Purchasing Managers' Employment Indices and a set of macroeconomic indicators that are closely related to changes in unemployment in China. The results of Granger causality analysis show that the unemployment-related search indices can improve predictions of the c indicators. It suggests that unemploy- ment-related searches can potentially provide valuable, timely, and low-cost information for macroeconomic monitoring. 相似文献
9.
Stefano Cavaglia Kees G. Koedijk Willem F. C. Verschoor Christian C. P. Wolff 《Empirical Economics》1998,23(4):525-534
Using a new survey data set ofmatched exchange rate and interest rate expectations for eight currencies relative to the German mark, we examine empirically the relationship between exchange rate returns, news and risk premia. News on interest differentials enters significantly in equations for the difference between the spot rate and the lagged forward rate for the British pound, Japanese yen, Spanish peseta and the US dollar. An unexpected rise in the interest rate differential tends to strengthen the domestic exchange rate. For each of these currencies, we also find significant effects of our ex-ante measure of the risk premium. In addition, we investigate the effect of lagged interest rate differentials as proxy for the risk premium and find that they do not capture time-varying risk premia as is widely suggested in the literature, but probably capture a peso-problem, learning about a policy change, a market-inefficiency or a combination of these factors. 相似文献
10.
This paper reconsiders the policy trilemma in an open economy by incorporating political economy concerns. We argue that the impact of government ideology on monetary independence, exchange rate stability, and capital flow restrictions should be analyzed in the broader context of restrictions imposed by the impossible trinity instead of the usual single-dimensional constraints. Employing a de facto measurement of these restrictions for a sample of 111 countries from 1980 to 2010, we show that the impact of government ideology on a country's position in this trilemma is highly context dependent: we find that its impact on exchange rate stability and monetary independence varies between developed and developing countries. We also show that the impact of government ideology on these two trilemma components is contingent on the stance of the respective economy's business cycle. Left-leaning governments seem to favor exchange rate stability over monetary independence in case of a negative output gap; suggesting a reversal of their commonly assumed partisan preferences in economically tight times. 相似文献
11.
We study the stabilizing properties of exchange rates in five small open economies during to periods of floating exchange
rates and inflation targeting. In the cases of Sweden and Canada, the nominal exchange rates behave in a stabilizing manner.
Most exchange rate movements emanate from the exchange rate itself and are hence not responses to fundamental shocks. However,
these non-fundamental shocks have only negligible effects on output and inflation. Our findings indicate that exchange rates
display some stabilizing properties but can mainly be characterized as disconnected from the rest of the economy.
We would like to thank Nils Gottfries and participants at seminars at Uppsala University and the Riksbank for helpful advice
and useful comments. Post gratefully acknowledges financial support from Handelsbankens forskningsstiftelser. 相似文献
12.
We analyze economists’ forecasts of interest rates and exchange rates from the Wall Street Journal. We find that a majority of economists produced unbiased forecasts but that none predicted directions of changes more accurately than chance. Most economists’ forecast accuracy is statistically indistinguishable from a random walk model in forecasting the Treasury bill rate, but many are significantly worse in forecasting the Treasury bond rate and the exchange rate. We also find systematic forecast heterogeneity, support for strategic models predicting the industry employing the economist matters, and evidence that economists deviate less from the consensus as they age. 相似文献
13.
人民币均衡汇率与汇率失调:1991-2004 总被引:75,自引:7,他引:75
本文运用行为均衡汇率模型对人民币均衡实质汇率和汇率失调程度进行了实证研究,样本区间为1 991年1季度—2 0 0 4年3季度。本文的主要发现是:( 1 )从1 994年4季度起人民币均衡实质汇率处于不断升值的状态,其背后的主要驱动力量是我国制造业劳动生产率的快速上升和经常项目盈余导致的净对外资产余额的不断增加;( 2 ) 2 0世纪90年代以来,人民币实际实质汇率在大部分时期偏离均衡实质汇率轨迹,表现为人民币汇率的失调。其中,1 992年2季度—1 994年4季度为人民币汇率低估时期,1 995年1季度—1 999年2季度为人民币汇率高估时期,而1 999年3季度往后的时期人民币汇率重新转为低估,并且低估程度有进一步扩大的趋势。本文对人民币汇率失调的原因分析表明1 997年以来硬钉住美元的汇率政策是造成人民币汇率失调的一个主要宏观政策因素。因此,本研究的政策含义是,从应对人民币汇率失调的角度,更为灵活的汇率政策将更有利于中国经济的稳定健康发展 相似文献
14.
Perry Sadorsky 《Applied economics letters》2016,23(11):822-825
Mortgage rates are one of the important drivers of the housing market. While there is a literature looking at the pass-through effect from Central Bank rates to mortgage rates, there is less known about how useful Central Bank rates are for forecasting mortgage rates. This article uses a selection of models (ARIMA, ARIMAX, BATS, state space error, trend seasonal (ETS), Holt Winter, random walk, simple exponential smoothing (SES), OLS and VAR) to forecast Canadian 5-year conventional mortgage rates. Based on RMSE, regression-based approaches like ARIMAX or OLS that use Central Bank rates to forecast mortgage rates are preferred when it comes to forecasting Canadian mortgage rates 6 or 12 months into the future, respectively. 相似文献
15.
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
16.
Friction model and foreign exchange market intervention 总被引:1,自引:0,他引:1
The friction model is consistent with the hypothesis that a central bank intervenes in a foreign exchange market only if the necessity grows beyond certain thresholds. For this feature, the model is adopted in some recent studies as an attractive central bank reaction function. However, with official data on Federal Reserve and Bundesbank intervention, this paper shows that the friction model's advantage relative to a linear model may be negligible in terms of RMSE and MAE of in-sample fitting and out-of-sample forecasts. The implication is that intervention decisions are at the monetary authorities' discretion rather than dictated by a rule. 相似文献
17.
Exchange rate policies during transition from plan to market 总被引:1,自引:0,他引:1
Dariusz Rosati 《Economics of Transition》1996,4(1):159-184
This paper reviews the exchange rate policies adopted in the early years of transition, paying attention to the dilemmas concerning the degree of convertibility, the initial choice of exchange rate regime and the required scale of devaluation. The initial liberalization and devaluation were then followed by a period of real exchange rate appreciation, which was accompanied by improving export performance; this second phase has policy implications that are briefly discussed. Throughout, a key constraint is the inability of the central bank to target simultaneously monetary aggregates, interest rates and the exchange rate. In the presence of large capital inflows the authorities have to manage the exchange rate and domestic monetary policy in order to keep inflation acceptably low while maintaining international competitiveness. 相似文献
18.
Raquel A. Ramos 《Journal of post Keynesian economics》2019,42(4):638-661
AbstractThe currencies of a few emerging market economies (EMEs) have been following a specific dynamic since the early 2000s: They are strongly subordinated to international financial conditions, appreciating in moments of tranquility and presenting sharp depreciations in peaks of uncertainty. What is the mechanism behind it? To answer this question, this article applies the Minskyan framework to the context of money managers and their portfolio allocation decisions. The approach provides a detailed account of the mechanisms of the appreciation phase, thus complementing the emerging currencies’ literature that is focused on crisis episodes. The result is a dynamic characterized by deviation-amplifying systems—the opposite of the mainstream view where fundamentals lead to an equilibrium-seeking mechanism. Apart from these contributions to the exchange rate literature, it enriches the Minskyan literature for providing a broader reading of the original framework that allows it to be transposed to a larger set of contexts and for identifying the main elements to be translated in an analysis of a different context. 相似文献
19.
The drivers of the prices of Bitcoin and Ethereum are studied within a framework based on Cagan’s model of hyperinflation. In the model, the prices of the cryptocurrencies are driven by stochastic adoption and velocity shocks as well as endogenous expectations of future prices. The model is estimated with data for prices, transaction volumes, and money supplies. A majority of price fluctuations in both currencies can be attributed to shocks in adoption, velocity shocks are much less important. The money demand sensitivity to expected price changes is estimated to be larger for Bitcoin than for Ethereum, and both have higher sensitivity than fiat currencies during episodes of hyperinflation. 相似文献
20.
This paper revisits the relationship between interest rates and exchange rates in a small open emerging economy using wavelet-based methodologies. Based on data for Romania, our results confirm the theoretical predictions on the interest rate - exchange rate relationship during turmoil or policy changes. In the short term, the relationship is negative, confirming the sticky-price models, and over the long term, the relationship is positive, confirming the Purchasing Power Parity theory. At the beginning of the turmoil, the exchange rate movements generally take the lead over the interest rates for the first month, but the monetary authorities take the lead afterwards. Our results reveal that in a small open emerging economy with a direct inflation targeting monetary policy regime, the relationship between exchange rates and interest rate is fundamentally different from that in an advanced economy. Also, our results stress the necessity that the central bank must pay simultaneous attention to both variables in order to achieve their monetary policy targets. 相似文献