FRONTIERS OF REAL-TIME DATA ANALYSIS

Dean Croushore

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Monetary Policy and Economic Impact Financial Markets and Investment Strategies Forecasting Techniques and Applications

Abstract

This paper describes the existing research (as of February 2008) on real-time data analysis, divided into five areas: (1) data revisions; (2) forecasting; (3) monetary policy analysis; (4) macroeconomic research; and (5) current analysis of business and financial conditions.In each area, substantial progress has been made in recent years, with researchers gaining insight into the impact of data revisions.In addition, substantial progress has been made in developing better real-time data sets around the world.Still, additional research is needed in key areas, and research to date has uncovered even more fruitful areas worth exploring.

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References

2002The Unreliability of Output-Gap Estimates in Real Time 2001A real-time data set for macroeconomists 2003Monetary policy in a data-rich environment 1997The NAIRU, Unemployment and Monetary Policy 2001Is the Fed Too Timid? Monetary Policy in an Uncertain World 1989Two Models of Measurements and the Investment Accelerator 1997A Model Selection Approach to Real-Time Macroeconomic Forecasting Using Linear Models and Artificial Neural Networks 1991Forecasting Output With the Composite Leading Index: A Real-Time Analysis

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2013Now-Casting and the Real-Time Data Flow 2011Imperfect Information, Real‐Time Data and Monetary Policy in the Euro Area 2011What's in a Second Opinion? Shadowing the ECB and the Bank of England

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