Macroeconomic Forecasting in the Era of Big Data

£249.50

Macroeconomic Forecasting in the Era of Big Data

Theory and Practice

Economics, Finance, Business and Management Macroeconomics Econometrics and economic statistics Probability and statistics Databases

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Collection: Advanced Studies in Theoretical and Applied Econometrics

Language: English

Published by: Springer

Published on: 28 November 2019

Format: LCP-protected ePub

Size: 37 Mb

ISBN: 9783030311506


Overview

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.

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