Detecting multi-timescale consumption patterns from receipt data: a non-negative tensor factorization approach
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DOI: 10.1007/s42001-020-00078-5
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- Havranek, Tomas & Rusnak, Marek & Sokolova, Anna, 2017.
"Habit formation in consumption: A meta-analysis,"
European Economic Review, Elsevier, vol. 95(C), pages 142-167.
- Tomas Havranek & Marek Rusnak & Anna Sokolova, 2015. "Habit Formation in Consumption: A Meta-Analysis," Working Papers IES 2015/15, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised May 2015.
- Tomas Havranek & Marek Rusnak & Anna Sokolova, 2015. "Habit Formation in Consumption: A Meta-Analysis," Working Papers 2015/03, Czech National Bank.
- Francisco Alvarez-Cuadrado & Goncalo Monteiro & Stephen J. Turnovsky, 2004.
"Habit Formation, Catching Up with the Joneses, and Economic Growth,"
Journal of Economic Growth, Springer, vol. 9(1), pages 47-80, March.
- Francisco Alvarez-Cuadrado & Goncalo Monteiro & Stephen Turnovsky, 2004. "Habit Formation, Catching Up with the Joneses, and Economic Growth," Working Papers UWEC-2004-09-P, University of Washington, Department of Economics, revised Jan 2004.
- Orazio P. Attanasio & Guglielmo Weber, 2010.
"Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy,"
Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
- Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," NBER Working Papers 15756, National Bureau of Economic Research, Inc.
- Hurd, Michael D. & Rohwedder, Susann, 2013. "Heterogeneity in spending change at retirement," The Journal of the Economics of Ageing, Elsevier, vol. 1, pages 60-71.
- John Y. Campbell & N. Gregory Mankiw, 1989.
"Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence,"
NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246,
National Bureau of Economic Research, Inc.
- John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Working Papers 2924, National Bureau of Economic Research, Inc.
- Nicholas S. Souleles & Jonathan A. Parker & David S. Johnson, 2006.
"Household Expenditure and the Income Tax Rebates of 2001,"
American Economic Review, American Economic Association, vol. 96(5), pages 1589-1610, December.
- David S. Johnson & Jonathan A. Parker & Nicholas S. Souleles, 2004. "Household Expenditure and the Income Tax Rebates of 2001," NBER Working Papers 10784, National Bureau of Economic Research, Inc.
- Alessandra Guariglia, 2002. "Consumption, habit formation, and precautionary saving: evidence from the British Household Panel Survey," Oxford Economic Papers, Oxford University Press, vol. 54(1), pages 1-19, January.
- Michael Platzer & Thomas Reutterer, 2016. "Ticking Away the Moments: Timing Regularity Helps to Better Predict Customer Activity," Marketing Science, INFORMS, vol. 35(5), pages 779-799, September.
- Emma Aguila & Orazio Attanasio & Costas Meghir, 2011. "Changes in Consumption at Retirement: Evidence from Panel Data," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1094-1099, August.
- Karen E. Dynan, 2000. "Habit Formation in Consumer Preferences: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 90(3), pages 391-406, June.
- Teruyoshi Kobayashi & Anna Sapienza & Emilio Ferrara, 2018.
"Extracting the multi-timescale activity patterns of online financial markets,"
Papers
1802.07405, arXiv.org, revised Apr 2018.
- Teruyoshi Kobayashi & Anna Sapienza & Emilio Ferrara, 2018. "Extracting the multi-timescale activity patterns of online financial markets," Discussion Papers 1809, Graduate School of Economics, Kobe University.
- Raquel Carrasco & José M. Labeaga & J. David López-Salido, 2005.
"Consumption and Habits: Evidence from Panel Data,"
Economic Journal, Royal Economic Society, vol. 115(500), pages 144-165, January.
- López-Salido, J David & Carrasco, Raquel & Labeaga Azcona, J Maria, 2002. "Consumption and Habits: Evidence from Panel Data," CEPR Discussion Papers 3520, C.E.P.R. Discussion Papers.
- Labeaga, José M. & López-Salido, J. David, 2002. "Consumption and habits : evidence from panel data," UC3M Working papers. Economics we023415, Universidad Carlos III de Madrid. Departamento de EconomÃa.
- Senecal, Sylvain & Kalczynski, Pawel J. & Nantel, Jacques, 2005. "Consumers' decision-making process and their online shopping behavior: a clickstream analysis," Journal of Business Research, Elsevier, vol. 58(11), pages 1599-1608, November.
- M. Dolores Collado & Martin Browning, 2007.
"Habits and heterogeneity in demands: a panel data analysis,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 625-640.
- Martin Browning & M. Dolores Collado, 2004. "Habits and Heterogeneity in Demands: a Panel Data Analysis," CAM Working Papers 2004-18, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
- M. Dolores Collado & Martín Browning, 2006. "Habits And Heterogeneity In Demands: A Panel Data Analysis," Working Papers. Serie AD 2006-25, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Chang-Tai Hsieh, 2003. "Do Consumers React to Anticipated Income Changes? Evidence from the Alaska Permanent Fund," American Economic Review, American Economic Association, vol. 93(1), pages 397-405, March.
- Namin, Aidin & Dehdashti, Yashar, 2019. "A “hidden†side of consumer grocery shopping choice," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 16-27.
- Laetitia Gauvin & André Panisson & Ciro Cattuto, 2014. "Detecting the Community Structure and Activity Patterns of Temporal Networks: A Non-Negative Tensor Factorization Approach," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-13, January.
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Keywords
Multi-timescale patterns; Consumer behavior; Consumption expenditure; Non-negative tensor factorization;All these keywords.
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