Nowcasting GDP: Electronic Payments, Data Vintages and the Timing of Data Releases
We describe and assess the usefulness of a newly-constructed database of electronic payments, comprised of debit and credit card transactions as well cheques that clear through the banking system, as indicators of current GDP growth. Apart from capturing a broad range of spending activity, these variables are available on a very timely basis, thereby making them suitable candidate indicators. Controlling both for the release dates of various variables and the vintage of GDP available to analysts at the time a nowcast is produced, we generate nowcasts of GDP growth for a given quarter over a span of five months, which is the period over which interest in nowcasts would exist. We find that nowcast errors fall by about 60 per cent between the first and final nowcast. Evidence on the value of the additional payments variables is mixed, however; the point estimates suggest reductions in forecast loss at some nowcast horizons, but with considerable variability.
|Date of creation:||01 Aug 2013|
|Date of revision:|
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- Giannone, Domenico & Reichlin, Lucrezia & Small, David H., 2006.
"Nowcasting GDP and inflation: the real-time informational content of macroeconomic data releases,"
Working Paper Series
0633, European Central Bank.
- Giannone, Domenico & Reichlin, Lucrezia & Small, David, 2008. "Nowcasting: The real-time informational content of macroeconomic data," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 665-676, May.
- Giannone, Domenico & Reichlin, Lucrezia & Small, David, 2005. "Nowcasting GDP and Inflation: The Real Time Informational Content of Macroeconomic Data Releases," CEPR Discussion Papers 5178, C.E.P.R. Discussion Papers.
- Domenico Giannone & Lucrezia Reichlin & David H Small, 2007. "Nowcasting GDP and Inflation: The Real-Time Informational Content of Macroeconomic Data Releases," Money Macro and Finance (MMF) Research Group Conference 2006 164, Money Macro and Finance Research Group.
- Domenico Giannone & Lucrezia Reichlin & David H. Small, 2005. "Nowcasting GDP and inflation: the real-time informational content of macroeconomic data releases," Finance and Economics Discussion Series 2005-42, Board of Governors of the Federal Reserve System (U.S.).
- Venkatesh Shankar & Ruth N. Bolton, 2004. "An Empirical Analysis of Determinants of Retailer Pricing Strategy," Marketing Science, INFORMS, vol. 23(1), pages 28-49, May.
- Camacho, Maximo & Pérez-Quirós, Gabriel, 2009.
"Introducing the Euro-STING: Short-Term Indicator of Euro Area Growth,"
CEPR Discussion Papers
7343, C.E.P.R. Discussion Papers.
- Maximo Camacho & Gabriel Perez-Quiros, 2010. "Introducing the euro-sting: Short-term indicator of euro area growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 663-694.
- Maximo Camacho & Gabriel Perez-Quiros, 2008. "Introducing the EURO-STING: Short Term INdicator of Euro Area Growth," Working Papers 0807, Banco de España;Working Papers Homepage.
- Luis C. Nunes, 2005. "Nowcasting quarterly GDP growth in a monthly coincident indicator model," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 24(8), pages 575-592.
- Burstein, Ariel Tomas & Eichenbaum, Martin & Rebelo, Sérgio, 2004.
"Large Devaluations and the Real Exchange Rate,"
CEPR Discussion Papers
4810, C.E.P.R. Discussion Papers.
- Ariel Burstein & Martin Eichenbaum & Sergio Rebelo, 2004. "Large Devaluations and the Real Exchange Rate," NBER Working Papers 10986, National Bureau of Economic Research, Inc.
- Ariel Burstein & Martin Eichenbaum & Sergio Rebelo, 2004. "Large Devaluations and the Real Exchange Rate," RCER Working Papers 513, University of Rochester - Center for Economic Research (RCER).
- Sergio Rebelo & Ariel Burstein & Martin Eichenbaum, 2004. "Large Devaluations and the Real Exchange Rate," 2004 Meeting Papers 137, Society for Economic Dynamics.
- Elena Andreou & Eric Ghysels & Andros Kourtellos, 2007.
"Regression Models with Mixed Sampling Frequencies,"
University of Cyprus Working Papers in Economics
8-2007, University of Cyprus Department of Economics.
- Galbraith, John W. & Hodgson, Douglas J., 2012.
"Dimension reduction and model averaging for estimation of artists' age-valuation profiles,"
European Economic Review,
Elsevier, vol. 56(3), pages 422-435.
- John Galbraith & Douglas James Hodgson, 2009. "Dimension Reduction and Model Averaging for Estimation of Artists' Age-Valuation Profiles," CIRANO Working Papers 2009s-41, CIRANO.
- Todd E. Clark & Michael W. McCracken, 2008.
"Tests of equal predictive ability with real-time data,"
2008-029, Federal Reserve Bank of St. Louis.
- Clark, Todd E. & McCracken, Michael W., 2009. "Tests of Equal Predictive Ability With Real-Time Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 441-454.
- Todd E. Clark & Michael W. McCracken, 2007. "Tests of equal predictive ability with real-time data," Research Working Paper RWP 07-06, Federal Reserve Bank of Kansas City.
- Bruce E. Hansen, 2007. "Least Squares Model Averaging," Econometrica, Econometric Society, vol. 75(4), pages 1175-1189, 07.
- Arango, Carlos & Huynh, Kim P. & Sabetti, Leonard, 2011.
"How do you pay? The role of incentives at the point-of-sale,"
Working Paper Series
1386, European Central Bank.
- Carlos Arango & Kim Huynh & Leonard Sabetti, 2011. "How Do You Pay? The Role of Incentives at the Point-of-Sale," Staff Working Papers 11-23, Bank of Canada.
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