Inflation Expectations: Does the Market Beat Professional Forecasts?
Makram El-Shagi
North American Journal of Economics and Finance,
No. 3,
2011
Abstract
The present paper compares expected inflation to (econometric) inflation forecasts based on a number of forecasting techniques from the literature using a panel of ten industrialized countries during the period of 1988 to 2007. To capture expected inflation, we develop a recursive filtering algorithm which extracts unexpected inflation from real interest rate data, even in the presence of diverse risks and a potential Mundell-Tobin-effect.
The extracted unexpected inflation is compared to the forecasting errors of ten
econometric forecasts. Beside the standard AR(p) and ARMA(1,1) models, which
are known to perform best on average, we also employ several Phillips curve based approaches, VAR, dynamic factor models and two simple model avering approaches.
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Flow of Conjunctural Information and Forecast of Euro Area Economic Activity
Katja Drechsel, L. Maurin
Journal of Forecasting,
No. 3,
2011
Abstract
Combining forecasts, we analyse the role of information flow in computing short-term forecasts up to one quarter ahead for the euro area GDP and its main components. A dataset of 114 monthly indicators is set up and simple bridge equations are estimated. The individual forecasts are then pooled, using different weighting schemes. To take into consideration the release calendar of each indicator, six forecasts are compiled successively during the quarter. We found that the sequencing of information determines the weight allocated to each block of indicators, especially when the first month of hard data becomes available. This conclusion extends the findings of the recent literature. Moreover, when combining forecasts, two weighting schemes are found to outperform the equal weighting scheme in almost all cases. Compared to an AR forecast, these improve by more than 40% the forecast performance for GDP in the current and next quarter.
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Vigorous upswing continues
Wirtschaft im Wandel,
No. 3,
2011
Abstract
Das preisbereinigte Bruttoinlandsprodukt in Deutschland wird 2011 um 3% zunehmen. Die Beschäftigung wird weiter kräftig ausgeweitet und die Arbeitslosenquote auf 6,6% sinken. Die positive Entwicklung auf dem Arbeitsmarkt kräftigt die Binnennachfrage. Der Beitrag des Außenhandels ist nach wie vor positiv, wird aber kleiner werden; die wesentlichen Risiken für die deutsche Konjunktur kommen von außenwirtschaftlicher Seite.
Die Weltwirtschaft befindet sich im Aufschwung. Im Winterhalbjahr 2010/2011 expandieren Produktion und Handel weltweit stark, und die Frühindikatoren auf der Basis von Auftragseingängen und Stimmungsumfragen sprechen dafür, dass sich das Tempo des Produktionsanstiegs in den kommenden Monaten beschleunigen dürfte. Hintergrund des Aufschwungs ist eine seit Ausbruch der Finanzkrise ausgesprochen expansive Geldpolitik rund um den Globus.
Die deutsche Wirtschaft profitiert vom globalen Aufschwung, verleiht ihm aber auch Impulse. Mit dem Anstieg des preisbereinigten Bruttoinlandsprodukts um 3,6% belegte Deutschland bezüglich des Produktionszuwachses im Jahr 2010 unter den Industrieländern einen Spitzenplatz; freilich war das reale Bruttoinlandsprodukt im Zuge der Krise hier auch besonders stark gesunken. Mittlerweile hat es sein Niveau vom vierten Quartal 2007, also kurz vor Ausbruch der Finanz- und Wirtschaftskrise, wieder erreicht.
Frühindikatoren deuten darauf hin, dass sich der Aufschwung in Deutschland kraftvoll fortsetzen dürfte. Dafür sprechen auch die weiterhin expansive Ausrichtung der Geldpolitik, die Dynamik in den Schwellenländern und die guten Investitionsbedingungen. Für das Jahr 2011 erwarten wir einen Anstieg des Bruttoinlandsproduktes um real 3,0% (vgl. Tabelle);das 66% Prognoseintervall unter Ausschluss von Extremrisiken reicht von 2,5% bis 3,5%. Die Beschäftigung wird weiter kräftig ausgeweitet; die Anzahl der Erwerbstätigen wird um etwa eine halbe Million zunehmen und die Arbeitslosenquote auf 6,6% sinken. Im Jahr 2012 wird sich das konjunkturelle Tempo etwas verlangsamen und das reale Bruttoinlandsprodukt um 1,9% zulegen. Die Arbeitslosenquote dürfte weiter auf 5,8% sinken. Die zunehmende Knappheit auf dem Arbeitsmarkt führt zu stärker steigenden Löhnen und Preisen. Der Anstieg der Verbraucherpreise wird 2011, auch wegen des Ölpreissprungs Anfang des Jahres, voraussichtlich 2,3% und 2012 anschließend 1,8% betragen. Der Aufschwung führt dazu, dass das Defizit der öffentlichen Haushalte wieder deutlich unter das Maastricht-Kriterium sinkt, und zwar auf 1,4% in Relation zum Bruttoinlandsprodukt im Jahr 2011 und auf 0,4% im Jahr darauf.
Risiken für die deutsche Konjunktur bestehen vor allem auf außenwirtschaftlicher Seite: Das Basisszenario der vorliegenden Prognose geht von einer raschen Beruhigung der Lage in den arabischen Ländern aus, die aktuelle Gefahr einer neuen Ölkrise besteht jedoch. Weitere Risiken ergeben sich aus der außerordentlichen Liquiditätsversorgung durch die Zentralbanken der fortgeschrittenen Volkswirtschaften. Einerseits könnte es durch diese in den Schwellenländern, die durch höhere Zinsen Kapital attrahieren, zu einer Überhitzung kommen, die kurzfristig auch hierzulande stimulierend wirken könnte. Andererseits führen die Inflationsrisiken zunehmend zu Unsicherheit, die bereits im Prognosezeitraum belastend wirken könnte. Außerdem bestehen in den fortgeschrittenen Volkswirtschaften weiterhin Risiken aus den Nachwirkungen der Finanz- und Wirtschaftskrise. Vielerorts sind die Strukturprobleme der Finanzpolitik und der Bankenaufsicht nicht gelöst.
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The Financial Crisis from a Forecaster’s Perspective
Katja Drechsel, Rolf Scheufele
Abstract
This paper analyses the recession in 2008/2009 in Germany, which is very different from previous recessions, in particular regarding its cause and magnitude. We show to what extent forecasters and forecasts based on leading indicators fail to detect the timing and the magnitude of the recession. This study shows that large forecast errors for both expert forecasts and forecasts based on leading indicators resulted during this recession which implies that the recession was very difficult to forecast. However, some leading indicators (survey data, risk spreads, stock prices) have indicated an economic downturn and hence, beat univariate time series models. Although the combination of individual forecasts provides an improvement compared to the benchmark model, the combined forecasts are worse than several individual models. A comparison of expert forecasts with the best forecasts based on leading indicators shows only minor deviations. Overall, the range for an improvement of expert forecasts during the crisis compared to indicator forecasts is relatively small.
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Exchange Rate Expectations and the Pricing of Chinese Cross-listed Stocks
Stefan Eichler
Journal of Banking and Finance,
No. 2,
2011
Abstract
I show that the price discounts of Chinese cross-listed stocks (American Depositary Receipts (ADRs) and H-shares) to their underlying A-shares indicate the expected yuan/US dollar exchange rate. The forecasting models reveal that ADR and H-share discounts predict exchange rate changes more accurately than the random walk and forward exchange rates, particularly at long forecast horizons. Using panel estimations, I find that ADR and H-share investors form their exchange rate expectations according to standard exchange rate theories such as the Harrod–Balassa–Samuelson effect, the risk of competitive devaluations, relative purchasing power parity, uncovered interest rate parity, and the risk of currency crisis.
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Macroeconomic Challenges in the Euro Area and the Acceding Countries
Katja Drechsel
Dissertation, Fachbereich Wirtschaftswissenschaften der Universität Osnabrück,
2010
Abstract
deutscher Titel: Makroökonomische Herausforderungen für die Eurozone und die Beitrittskandidaten
Abstract: The conduct of effective economic policy faces a multiplicity of macroeconomic challenges, which requires a wide scope of theoretical and empirical analyses. With a focus on the European Union, this doctoral dissertation consists of two parts which make empirical and methodological contributions to the literature on forecasting real economic activity and on the analysis of business cycles in a boom-bust framework in the light of the EMU enlargement. In the first part, we tackle the problem of publication lags and analyse the role of the information flow in computing short-term forecasts up to one quarter ahead for the euro area GDP and its main components. A huge dataset of monthly indicators is used to estimate simple bridge equations. The individual forecasts are then pooled, using different weighting schemes. To take into consideration the release calendar of each indicator, six forecasts are compiled successively during the quarter. We find that the sequencing of information determines the weight allocated to each block of indicators, especially when the first month of hard data becomes available. This conclusion extends the findings of the recent literature. Moreover, when combining forecasts, two weighting schemes are found to outperform the equal weighting scheme in almost all cases. In the second part, we focus on the potential accession of the new EU Member States in Central and Eastern Europe to the euro area. In contrast to the discussion of Optimum Currency Areas, we follow a non-standard approach for the discussion on abandonment of national currencies the boom-bust theory. We analyse whether evidence for boom-bust cycles is given and draw conclusions whether these countries should join the EMU in the near future. Using a broad range of data sets and empirical methods we document credit market imperfections, comprising asymmetric financing opportunities across sectors, excess foreign currency liabilities and contract enforceability problems both at macro and micro level. Furthermore, we depart from the standard analysis of comovements of business cycles among countries and rather consider long-run and short-run comovements across sectors. While the results differ across countries, we find evidence for credit market imperfections in Central and Eastern Europe and different sectoral reactions to shocks. This gives favour for the assessment of the potential euro accession using this supplementary, non-standard approach.
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Analyzing Innovation Drivers in the German Laser Industry: the Role of Positioning in the Social and Geographical Space
Muhamed Kudic, Peter Bönisch, Iciar Dominguez Lacasa
Abstract
Empirical and theoretical contributions provide strong evidence that firm-level performance outcomes in terms of innovativeness can either be determined by the firm’s position in the social space (network effects) or by the firm’s position in the geographical space (co-location effects). Even though we can observe quite recently first attempts in bringing together these traditionally distinct research streams (Whittington et al. 2009), research on interdependent network and geographical co-location effects is still rare. Consequently, we seek to answer the following research question: considering that the effects of social and geographic proximity on firm’s innovativeness can be interdependent, what are the distinct and combined effects of firm’s network and geographic position on firm-level innovation output? We analyze the innovative performance of German laser source manufacturers between 1995 and 2007. We use an official database on publicly funded R&D collaboration projects in order to construct yearly networks and analyze firm’s network positions. Based on information on population entries and exits we calculate various types of geographical proximity measures between private sector and public research organizations (PRO). We use patent grants as dependent variable in order to measure firm-level innovation output. Empirical results provide evidence for distinct effect of network degree centrality. Distinct effect of firm’s geographical co-location to laser-related public research organization promotes patenting activity. Results on combined network and co-location effects confirms partially the existence of in-terdependent proximity effects, even though a closer look at these effects reveals some ambiguous but quite interesting findings.
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The Dilemma of Delegating Search: Budgeting in Public Employment Services
Martin Altemeyer-Bartscher, J. T. Addison, T. Kuhn
IZA Discussion Papers, No. 5170,
No. 5170,
2010
Abstract
The poor performance often attributed to many public employment services may be explained in part by a delegation problem between the central office and local job centers. In markets characterized by frictions, job centers function as match-makers, linking job seekers with relevant vacancies. Because their search intensity in contacting employers and collecting data is not verifiable by the central authority, a typical moral hazard problem can arise. To overcome the delegation problem and provide high-powered incentives for high levels of search effort on the part of job centers, we propose output-related schemes that assign greater staff capacity to agencies achieving high strike rates.
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