Macroeconomic Forecasting Using Alternative Data Books

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Macroeconomic Forecasting Using Alternative Data


Macroeconomic Forecasting Using Alternative Data
  • Author : Apurv Jain
  • Publisher : Academic Press
  • Release : 2020-12-01
  • ISBN : 9780128191224
  • Language : En, Es, Fr & De
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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 in the Era of Big Data


Macroeconomic Forecasting in the Era of Big Data
  • Author : Peter Fuleky
  • Publisher : Springer Nature
  • Release : 2019-11-28
  • ISBN : 9783030311506
  • Language : En, Es, Fr & De
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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.

Fintech with Artificial Intelligence Big Data and Blockchain


Fintech with Artificial Intelligence  Big Data  and Blockchain
  • Author : Paul Moon Sub Choi
  • Publisher : Springer Nature
  • Release :
  • ISBN : 9789813361379
  • Language : En, Es, Fr & De
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Handbook of US Consumer Economics


Handbook of US Consumer Economics
  • Author : Andrew Haughwout
  • Publisher : Academic Press
  • Release : 2019-08-12
  • ISBN : 9780128135259
  • Language : En, Es, Fr & De
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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 played an important role in the boom and bust cycle that led to the financial crisis and recent great recession is a key metric. Introduces household finance by examining consumption and borrowing choices Tackles macro-problems by observing new, original micro-data Looks into the future of consumer spending by using data, not questionnaires

EIA Data Index


EIA Data Index
  • Author :
  • Publisher :
  • Release : 1980
  • ISBN : IND:30000043855844
  • Language : En, Es, Fr & De
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Indexes the tables, graphs, and formatted data presented in the statistical publications of the EIA.