June 18, 2021

Download Ebook Free Macroeconomic Forecasting Using Alternative Data

Macroeconomic Forecasting Using Alternative Data

Macroeconomic Forecasting Using Alternative Data
Author : Apurv Jain
Publisher : Academic Press
Release Date : 2020-12-01
Category : Business & Economics
Total pages :250
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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

Handbook of US Consumer Economics

Handbook of US Consumer Economics
Author : Andrew Haughwout,Benjamin Mandel
Publisher : Academic Press
Release Date : 2019-08-15
Category : Business & Economics
Total pages :550
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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

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 Date : 2021
Category :
Total pages :129
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Macroeconomic Forecasting in the Era of Big Data

Macroeconomic Forecasting in the Era of Big Data
Author : Peter Fuleky
Publisher : Springer Nature
Release Date : 2019-11-28
Category : Business & Economics
Total pages :719
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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.

A Companion to Economic Forecasting

A Companion to Economic Forecasting
Author : Michael P. Clements,David F. Hendry
Publisher : John Wiley & Sons
Release Date : 2008-04-15
Category : Social Science
Total pages :616
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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 Date : 1983
Category : Econometrics
Total pages :48
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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 better light. There have been strong tendencies for the forecasters in this period to underestimate inflation and overestimate real growth. Considerable attention is given to the effects of the sample size--the issue of the power of the tests--and also to the extent and role of autocorrelations among the residual errors from these regressions. Rationality in the sense of efficient use of relevant information implies the absence of systematic elements in series of errors from the forecaster's own predictions, measured strictly in the form in which such errors could have been known at the time of the forecast. The frequencies of significant auto-correlations among errors so measured vary greatly across the forecasts for different variables, being very high for inflation, high for inventory investment and the unemployment rate, and much lower for most of the predictions ofthe other variables covered (rates of change in nominal and real GNP and expenditures on consumer durables). The corresponding tests for the group meanforecasts show much less evidence of serially correlated ex ante errors, except for inflation.

Index of Economic Articles in Journals and Collective Volumes

Index of Economic Articles in Journals and Collective Volumes
Author : Anonim
Publisher : Unknown
Release Date : 1979
Category : Economics
Total pages :129
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Journal of Business Cycle Measurement and Analysis

Journal of Business Cycle Measurement and Analysis
Author : Anonim
Publisher : Unknown
Release Date : 2009
Category : Business cycles
Total pages :129
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JOURNAL OF BUSINESS & ECONOMIC STATISTICS

JOURNAL OF BUSINESS & ECONOMIC STATISTICS
Author : Anonim
Publisher : Unknown
Release Date : 1992
Category :
Total pages :129
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Preliminary Data and Econometric Forecasting

Preliminary Data and Econometric Forecasting
Author : Fabio Busetti
Publisher : Unknown
Release Date : 2004
Category : Econometrics
Total pages :26
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Journal of the American Statistical Association

Journal of the American Statistical Association
Author : Anonim
Publisher : Unknown
Release Date : 2003
Category : Statistics
Total pages :129
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The American Economist

The American Economist
Author : Anonim
Publisher : Unknown
Release Date : 1987
Category : Economics
Total pages :129
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Some issues include Minutes of the annual convention.

Economic Forecasting

Economic Forecasting
Author : Terence C. Mills
Publisher : Edward Elgar Pub
Release Date : 1999
Category : Business & Economics
Total pages :620
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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.

Directory of Online Data Bases

Directory of Online Data Bases
Author : Anonim
Publisher : Unknown
Release Date : 1987
Category : Electronic data processing
Total pages :129
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Encyclopedia of Information Systems and Services

Encyclopedia of Information Systems and Services
Author : Anonim
Publisher : Unknown
Release Date : 1985
Category : Information storage and retrieval systems
Total pages :129
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1990: "A comprehensive international guide to ... organizations, systems, and services involved in the production and distribution of information in electronic form.