Development of "Alternative Data Consumption Index":Nowcasting Private Consumption Using Alternative Data
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- James Chapman & Ajit Desai, 2021. "Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19," Staff Working Papers 21-2, Bank of Canada.
- David Bounie & Youssouf Camara & John Galbraith, 2020.
"Consumers' Mobility, Expenditure and Online- Offline Substitution Response to COVID-19: Evidence from French Transaction Data,"
Working Papers
hal-02566443, HAL.
- David Bounie & Youssouf Camara & John W. Galbraith, 2020. "Consumers’ Mobility, Expenditure and Online-Offline Substitution Response to COVID-19: Evidence from French Transaction Data," CIRANO Working Papers 2020s-28, CIRANO.
- David Bounie & Youssouf Camara & John Galbraith, 2020. "Consumers’ Mobility, Expenditure and Online-Offline Substitution Response to COVID-19: Evidence from French Transaction Data," Cahiers de recherche 14-2020, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Abe Dunn & Kyle Hood & Andrea Batch & Alex Driessen, 2021. "Measuring Consumer Spending Using Card Transaction Data: Lessons from the COVID-19 Pandemic," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 321-325, May.
- Takashi Nakazawa, 2022. "Constructing GDP Nowcasting Models Using Alternative Data," Bank of Japan Working Paper Series 22-E-9, Bank of Japan.
- Seisaku Kameda, 2022. "Use of Alternative Data in the Bank of Japan's Research Activities," Bank of Japan Review Series 22-E-1, Bank of Japan.
- Koji Nakamura & Hiroshi Kawata & Masaki Tanaka & Lisa Uemae, 2016. "The Consumption Activity Index," Bank of Japan Research Papers 16-05-02, Bank of Japan.
- Chikamatsu, Kyosuke & Hirakata, Naohisa & Kido, Yosuke & Otaka, Kazuki, 2021. "Mixed-frequency approaches to nowcasting GDP: An application to Japan," Japan and the World Economy, Elsevier, vol. 57(C).
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More about this item
Keywords
Nowcasting; Alternative Data; Private Consumption;All these keywords.
JEL classification:
- C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
- E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
- E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2022-09-05 (Big Data)
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