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Macroeconomic Forecasting Using Alternative Data

Macroeconomic Forecasting Using Alternative Data

Detail Book : Macroeconomic Forecasting Using Alternative Data written by Apurv Jain, published by Academic Press which was released on 01 December 2020. Download Macroeconomic Forecasting Using Alternative Data Books now! Available in PDF, ePub and Kindle. 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

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Author : Apurv Jain
Release Date : 01 December 2020
Publisher : Academic Press
Rating : 4/5 (from 21 users)
Pages : 250
ISBN : 0128191228
Format : PDF, ePUB, KF8, PDB, MOBI, Tuebl
Macroeconomic Forecasting Using Alternative Data

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

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Handbook of US Consumer Economics

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The Book of Alternative Data

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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

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The Congressional Budget Office (CBO) regularly evaluates the accuracy of its economic forecasts by comparing them with the economy¿s actual performance and with others¿ forecasts. Such evaluations help guide CBO¿s efforts to improve the quality of its forecasts and are also intended to assist Members of Congress in

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The answer to this question depends on the treatment of logically and empirically prior questions about (1) what the forecasts are and why they are needed, and (2) what can reasonably be expected of them. Further, what forecasters can and should do cannot be established without studying the record and assessing the

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Working Paper Series

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