A monthly consumption indicator for Germany based on Internet search query data
This study introduces a monthly coincident indicator for consumption in Germany based on Google Trends data on web search activity. In real-time nowcasting experiments the indicator outperforms common survey-based indicators in predicting consumption. Unlike those indicators, it provides predictive information beyond that already captured in other macroeconomic variables.
Volume (Year): 19 (2012)
Issue (Month): 7 (May)
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- Robert B. Litterman, 1983.
"A random walk, Markov model for the distribution of time series,"
84, Federal Reserve Bank of Minneapolis.
- Litterman, Robert B, 1983. "A Random Walk, Markov Model for the Distribution of Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 169-73, April.
- Viv Hall & John McDermott, 2007.
"A Quarterly Post-World War II Real GDP Series for New Zealand,"
07_13, Motu Economic and Public Policy Research.
- John McDermott & Viv B. Hall, . "A quarterly Post-World War II Real GDP Series for New Zealand," Reserve Bank of New Zealand Discussion Paper Series DP2009/12, Reserve Bank of New Zealand.
- Jeffrey C. Fuhrer, 1993. "What role does consumer sentiment play in the U.S. macroeconomy?," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 32-44.
- Carroll, Christopher D & Fuhrer, Jeffrey C & Wilcox, David W, 1994.
"Does Consumer Sentiment Forecast Household Spending? If So, Why?,"
American Economic Review,
American Economic Association, vol. 84(5), pages 1397-1408, December.
- Christopher D. Carroll & Jeffery C. Fuhrer & David W. Wilcox, 1994. "RATS code for Does Consumer Sentiment Forecast Household Spending? If So, Why?," QM&RBC Codes 49, Quantitative Macroeconomics & Real Business Cycles.
- Harvey, David & Leybourne, Stephen & Newbold, Paul, 1997. "Testing the equality of prediction mean squared errors," International Journal of Forecasting, Elsevier, vol. 13(2), pages 281-291, June.
- Niek J. Nahuis & W. Jos Jansen, 2003.
"Which Survey Indicators Are Useful for Monitoring Consumption? Evidence fron European Countries,"
- W. Jos Jansen & Niek J. Nahuis, 2004. "Which survey indicators are useful for monitoring consumption? Evidence from European countries," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(2), pages 89-98.
- Askitas, Nikos & Zimmermann, Klaus F., 2009.
"Google Econometrics and Unemployment Forecasting,"
IZA Discussion Papers
4201, Institute for the Study of Labor (IZA).
- Nikolaos Askitas & Klaus F. Zimmermann, 2009. "Google Econometrics and Unemployment Forecasting," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 55(2), pages 107-120.
- Nikos Askitas & Klaus F. Zimmermann, 2009. "Google Econometrics and Unemployment Forecasting," Research Notes of the German Council for Social and Economic Data 41, German Council for Social and Economic Data (RatSWD).
- Nikos Askitas & Klaus F. Zimmermann, 2009. "Google Econometrics and Unemployment Forecasting," Discussion Papers of DIW Berlin 899, DIW Berlin, German Institute for Economic Research.
- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 20(1), pages 134-44, January.
- repec:zbw:rwirep:0155 is not listed on IDEAS
- Schmidt, Torsten & Vosen, Simeon, 2009.
"Forecasting Private Consumption: Survey-based Indicators vs. Google Trends,"
Ruhr Economic Papers
155, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Simeon Vosen & Torsten Schmidt, 2011. "Forecasting private consumption: survey‐based indicators vs. Google trends," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 30(6), pages 565-578, September.
- Chow, Gregory C & Lin, An-loh, 1971.
"Best Linear Unbiased Interpolation, Distribution, and Extrapolation of Time Series by Related Series,"
The Review of Economics and Statistics,
MIT Press, vol. 53(4), pages 372-75, November.
- Tom Doan, . "DISAGGREGATE: RATS procedure to implement general disaggregation (interpolation/distribution) procedure," Statistical Software Components RTS00050, Boston College Department of Economics.
- Tom Doan, . "CHOWLIN: RATS procedure to distribute a series to a higher frequency using related series," Statistical Software Components RTS00036, Boston College Department of Economics.
- Croushore, Dean, 2004.
"Do Consumer Confidence Indexes Help Forecast Consumer Spending in Real Time?,"
Discussion Paper Series 1: Economic Studies
2004,27, Deutsche Bundesbank, Research Centre.
- Croushore, Dean, 2005. "Do consumer-confidence indexes help forecast consumer spending in real time?," The North American Journal of Economics and Finance, Elsevier, vol. 16(3), pages 435-450, December.
- Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-62, April.
- Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
- Filippo Moauro & Giovanni Savio, 2005. "Temporal disaggregation using multivariate structural time series models," Econometrics Journal, Royal Economic Society, vol. 8(2), pages 214-234, 07.
- Jason Bram & Sydney Ludvigson, 1998.
"Does consumer confidence forecast household expenditure? a sentiment index horse race,"
Economic Policy Review,
Federal Reserve Bank of New York, issue Jun, pages 59-78.
- Jason Bram & Sydney Ludvigson, 1997. "Does consumer confidence forecast household expenditure?: A sentiment index horse race," Research Paper 9708, Federal Reserve Bank of New York.
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