Macroeconomic Forecasting in the Era of Big Data

Macroeconomic Forecasting in the Era of Big Data
Author: Peter Fuleky
Publisher: Springer Nature
Total Pages: 716
Release: 2019-11-28
Genre: Business & Economics
ISBN: 3030311503


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This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and provides solid background information, while also reviewing the latest advances in the field. Accordingly, the book offers a valuable resource for researchers, professional forecasters, and students of quantitative economics.


Macroeconomic Forecasting in the Era of Big Data
Language: en
Pages: 716
Authors: Peter Fuleky
Categories: Business & Economics
Type: BOOK - Published: 2019-11-28 - Publisher: Springer Nature

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This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships amon
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Type: BOOK - Published: 2016-01-08 - Publisher: Emerald Group Publishing

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This volume explores dynamic factor model specification, asymptotic and finite-sample behavior of parameter estimators, identification, frequentist and Bayesian
Macroeconomic Nowcasting and Forecasting in Times of Big Data
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Pages:
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Type: BOOK - Published: 2017-09-13 - Publisher: International Monetary Fund

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Big data are part of a paradigm shift that is significantly transforming statistical agencies, processes, and data analysis. While administrative and satellite
Mining Data for Financial Applications
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Type: BOOK - Published: 2021-01-14 - Publisher: Springer Nature

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This book constitutes revised selected papers from the 5th Workshop on Mining Data for Financial Applications, MIDAS 2020, held in conjunction with ECML PKDD 20