Overview of big data application in economic forecast

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Keywords: big data, forecasting, macroeconomics

Abstract

The term “big data” has been first appeared for nearly two decades and has quickly become a
symbol for data analytics by helping to solve the most complex problems of research. One of the important
applications of big data is to improve the timeliness and accuracy of economic forecasts. Before the advent
of big data, policymakers needed to wait for the periodic release of macroeconomic statistics to forecast
GDP and inflation. Today, high frequency economic time series allow researchers to make forecasts more
frequently, faster, and, in some cases, significantly more accurately than traditional forecasting methods.
This paper will examine the use of big data in economic forecasting by providing an overview of empirical
studies on this topic. In addition, the article also provides some discussions on challenges and solutions in
using big data related to investment in technical infrastructure for analysis and handling of unstructured data.
as well as accessibility and privacy when using big data

điểm /   đánh giá
Published
2023-05-25
Section
Bài viết