Macroeconomic Forecasting Using Alternative Data

Written By Apurv Jain
Macroeconomic Forecasting Using Alternative Data
  • Publsiher : Academic Press
  • Release : 01 December 2020
  • ISBN : 0128191228
  • Pages : 250 pages
  • Rating : /5 from reviews
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Download or read book entitled Macroeconomic Forecasting Using Alternative Data by author: Apurv Jain which was release on 01 December 2020 and published by Academic Press with total page 250 pages . This book available in PDF, EPUB and Kindle Format. Macroeconomic Forecasting Using Alternative Data: Techniques for Applying Big Data and Machine Learning applies computer science to the demands of macroeconomic forecasting. It is the first book to combine machine learning methods with macroeconomics. By using artificial intelligence and machine learning techniques, it unlocks the increased forecasting accuracy offered by alternative data sources. Through its interdisciplinary approach, readers learn how to use big datasets efficiently and effectively. Combines big data/machine learning with macroeconomic forecasting Explains how alternative data improves forecasting accuracy when controlled for traditional data sources Provides new innovative methods for handling large databases and improving forecasting accuracy

Macroeconomic Forecasting Using Alternative Data

Macroeconomic Forecasting Using Alternative Data
  • Author : Apurv Jain
  • Publisher : Academic Press
  • Release Date : 2020-12-01
  • Total pages : 250
  • ISBN : 0128191228
GET BOOK

Summary : Macroeconomic Forecasting Using Alternative Data: Techniques for Applying Big Data and Machine Learning applies computer science to the demands of macroeconomic forecasting. It is the first book to combine machine learning methods with macroeconomics. By using artificial intelligence and machine learning techniques, it unlocks the increased forecasting accuracy offered by ...

Handbook of US Consumer Economics

Handbook of US Consumer Economics
  • Author : Andrew Haughwout,Benjamin Mandel
  • Publisher : Academic Press
  • Release Date : 2019-08-15
  • Total pages : 550
  • ISBN : 0128191228
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Summary : Handbook of U.S. Consumer Economics presents a deep understanding on key, current topics and a primer on the landscape of contemporary research on the U.S. consumer. This volume reveals new insights into household decision-making on consumption and saving, borrowing and investing, portfolio allocation, demand of professional advice, and ...

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Summary : Read online Fintech with Artificial Intelligence Big Data and Blockchain written by Paul Moon Sub Choi, published by Springer Nature which was released on . Download full Fintech with Artificial Intelligence Big Data and Blockchain Books now! Available in PDF, ePub and Kindle....

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  • Release Date : 2008-04-15
  • Total pages : 616
  • ISBN : 0128191228
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Summary : A Companion to Economic Forecasting provides an accessible and comprehensive account of recent developments in economic forecasting. Each of the chapters has been specially written by an expert in the field, bringing together in a single volume a range of contrasting approaches and views. Uniquely surveying forecasting in a single ...

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  • Author : Peter Fuleky
  • Publisher : Springer Nature
  • Release Date : 2019-11-28
  • Total pages : 719
  • ISBN : 0128191228
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Summary : 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 ...

The Book of Alternative Data

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  • Author : Alexander Denev,Saeed Amen
  • Publisher : John Wiley & Sons
  • Release Date : 2020-06-29
  • Total pages : 416
  • ISBN : 0128191228
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Summary : The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held ...

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  • Release Date : 2013-05-01
  • Total pages : 31
  • ISBN : 0128191228
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Summary : How do financial markets respond to concerns over debt sustainability and the level of public debt in emerging markets? We introduce a measure of debt sustainability – the difference between the debt stabilizing primary balance and the primary balance–in an otherwise standard spread regression model applied to a panel of 26 ...

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Summary : Bringing together a collection of previously published work, this book provides a discussion of major considerations relating to the construction of econometric models that work well to explain economic phenomena, predict future outcomes and be useful for policy-making. Analytical relations between dynamic econometric structural models and empirical time series MVARMA, ...

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  • ISBN : 0128191228
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Summary : Forecasts guide decisions in all areas of economics and finance. Economic policy makers base their decisions on business cycle forecasts, investment decisions of firms are based on demand forecasts, and portfolio managers try to outperform the market based on financial market forecasts. Forecasts extract relevant information from the past and ...

The Business Review

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  • ISBN : 0128191228
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Summary : Read online The Business Review written by Federal Reserve Bank of Philadelphia, published by which was released on 2002. Download full The Business Review Books now! Available in PDF, ePub and Kindle....

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Summary : Read online JOUNRAL OF MONETARY ECONOMICS written by , published by which was released on 2003. Download full JOUNRAL OF MONETARY ECONOMICS Books now! Available in PDF, ePub and Kindle....

Rational Expectations and Macroeconomic Forecasts

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  • Author : Victor Zarnowitz
  • Publisher : Unknown
  • Release Date : 1983
  • Total pages : 48
  • ISBN : 0128191228
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Summary : This paper presents extensive results from testing for bias and serially correlated errors in a large collection of quarterly multiperiod predictions from surveys conducted since 1968 by the National Bureau of Economic Research and the American Statistical Association. The tests of the joint null hypothesis that the regressions of actual on ...

Journal of the American Statistical Association

Journal of the American Statistical Association
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2005
  • Total pages : 212
  • ISBN : 0128191228
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Summary : Read online Journal of the American Statistical Association written by , published by which was released on 2005. Download full Journal of the American Statistical Association Books now! Available in PDF, ePub and Kindle....

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  • Author : Fabio Busetti
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 26
  • ISBN : 0128191228
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Summary : Read online Preliminary Data and Econometric Forecasting written by Fabio Busetti, published by which was released on 2004. Download full Preliminary Data and Econometric Forecasting Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 0128191228
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Summary : Read online Working Paper Series written by , published by which was released on 2001. Download full Working Paper Series Books now! Available in PDF, ePub and Kindle....