Macroeconomic Forecasting Using Alternative Data

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  • Author : Apurv Jain
  • Publisher : Academic Press
  • Pages : 250 pages
  • ISBN : 0128191228
  • Rating : /5 from reviews
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Download or Read online Macroeconomic Forecasting Using Alternative Data full in PDF, ePub and kindle. this book written by Apurv Jain and published by Academic Press which was released on 01 December 2020 with total page 250 pages. We cannot guarantee that Macroeconomic Forecasting Using Alternative Data book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. 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 : 01 December 2020
GET THIS BOOK Macroeconomic Forecasting Using Alternative Data

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

Handbook of US Consumer Economics

Handbook of US Consumer Economics
  • Author : Andrew Haughwout,Benjamin Mandel
  • Publisher : Academic Press
  • Release : 15 August 2019
GET THIS BOOK Handbook of US Consumer Economics

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 retirement choices. Nearly 70% of U.S. gross domestic product is devoted to consumption, making an understanding of the consumer a first order issue in macroeconomics. After all, understanding how households

Macroeconomic Forecasting in the Era of Big Data

Macroeconomic Forecasting in the Era of Big Data
  • Author : Peter Fuleky
  • Publisher : Springer Nature
  • Release : 28 November 2019
GET THIS BOOK Macroeconomic Forecasting in the Era of Big Data

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

A Companion to Economic Forecasting

A Companion to Economic Forecasting
  • Author : Michael P. Clements,David F. Hendry
  • Publisher : John Wiley & Sons
  • Release : 15 April 2008
GET THIS BOOK A Companion to Economic Forecasting

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 volume, the Companion provides a comprehensive account of the leading approaches and modeling strategies that are routinely employed.

Rational Expectations and Macroeconomic Forecasts

Rational Expectations and Macroeconomic Forecasts
  • Author : Victor Zarnowitz
  • Publisher : Unknown
  • Release : 21 June 1983
GET THIS BOOK Rational Expectations and Macroeconomic Forecasts

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 predicted values have zero intercepts and unitary slope coefficients are very unfavorable to the expectations of inflation, but they show the forecasts of several other variables in a generally much

Economic Forecasting

Economic Forecasting
  • Author : Terence C. Mills
  • Publisher : Edward Elgar Pub
  • Release : 21 June 1999
GET THIS BOOK Economic Forecasting

This authoritative and wide-ranging collection presents over fifty of the most important articles on forecasting - a technique that lies at the heart of economic policy and decision-making.This comprehensive two volume set presents the major papers in macroeconomic forecasting and policy making; time series forecasting; the econometrics of forecasting; forecast evaluation; forecasting with leading indicators; forecasting in finance and economic forecasting using surveys.