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Macroeconomic Forecasting Using Alternative Data

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Macroeconomic Forecasting Using Alternative Data

Macroeconomic Forecasting Using Alternative Data Book
Author : Apurv Jain
Publisher : Academic Press
Release : 2020-12-01
ISBN : 0128191228
Language : En, Es, Fr & De

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Book Description :

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

Fintech with Artificial Intelligence Big Data and Blockchain

Fintech with Artificial Intelligence  Big Data  and Blockchain Book
Author : Paul Moon Sub Choi
Publisher : Springer Nature
Release : 2021-05-12
ISBN : 9813361379
Language : En, Es, Fr & De

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Book Description :

Download Fintech with Artificial Intelligence Big Data and Blockchain book written by Paul Moon Sub Choi, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Handbook of US Consumer Economics

Handbook of US Consumer Economics Book
Author : Andrew Haughwout,Benjamin Mandel
Publisher : Academic Press
Release : 2019-08-12
ISBN : 0128135255
Language : En, Es, Fr & De

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Book Description :

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

A Companion to Economic Forecasting

A Companion to Economic Forecasting Book
Author : Michael P. Clements,David F. Hendry
Publisher : John Wiley & Sons
Release : 2008-04-15
ISBN : 140517191X
Language : En, Es, Fr & De

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Book Description :

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.

Macroeconomic Forecasting in the Era of Big Data

Macroeconomic Forecasting in the Era of Big Data Book
Author : Peter Fuleky
Publisher : Springer Nature
Release : 2019-11-28
ISBN : 3030311503
Language : En, Es, Fr & De

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Book Description :

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.

The Business Review

The Business Review Book
Author : Federal Reserve Bank of Philadelphia
Publisher : Unknown
Release : 2002
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The Business Review book written by Federal Reserve Bank of Philadelphia, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

JOUNRAL OF MONETARY ECONOMICS

JOUNRAL OF MONETARY ECONOMICS Book
Author : Anonim
Publisher : Unknown
Release : 2003
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download JOUNRAL OF MONETARY ECONOMICS book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Rational Expectations and Macroeconomic Forecasts

Rational Expectations and Macroeconomic Forecasts Book
Author : Victor Zarnowitz
Publisher : Unknown
Release : 1983
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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.

Journal of the American Statistical Association

Journal of the American Statistical Association Book
Author : Anonim
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Preliminary Data and Econometric Forecasting

Preliminary Data and Econometric Forecasting Book
Author : Fabio Busetti
Publisher : Unknown
Release : 2004
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Preliminary Data and Econometric Forecasting book written by Fabio Busetti, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Working Paper Series

Working Paper Series Book
Author : Anonim
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Working Paper Series book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Economic Financial Computing

Economic   Financial Computing Book
Author : Anonim
Publisher : Unknown
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Economic Financial Computing book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Journal of Business Cycle Measurement and Analysis

Journal of Business Cycle Measurement and Analysis Book
Author : Anonim
Publisher : Unknown
Release : 2009
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Journal of Business Cycle Measurement and Analysis book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Macroeconomic Alternatives

Macroeconomic Alternatives Book
Author : Martin Bronfenbrenner
Publisher : Harlan Davidson
Release : 1979
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Macroeconomic Alternatives book written by Martin Bronfenbrenner, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Index of Economic Articles in Journals and Collective Volumes

Index of Economic Articles in Journals and Collective Volumes Book
Author : Anonim
Publisher : Unknown
Release : 1979
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Index of Economic Articles in Journals and Collective Volumes book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

JOURNAL OF BUSINESS ECONOMIC STATISTICS

JOURNAL OF BUSINESS   ECONOMIC STATISTICS Book
Author : Anonim
Publisher : Unknown
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download JOURNAL OF BUSINESS ECONOMIC STATISTICS book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The American Economist

The American Economist Book
Author : Anonim
Publisher : Unknown
Release : 1987
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Some issues include Minutes of the annual convention.

Economic Forecasting

Economic Forecasting Book
Author : Terence C. Mills
Publisher : Edward Elgar Pub
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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.

The American Economic Review

The American Economic Review Book
Author : Anonim
Publisher : Unknown
Release : 1983
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The American Economic Review book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Australian Economic Papers

Australian Economic Papers Book
Author : Anonim
Publisher : Unknown
Release : 1987
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Australian Economic Papers book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.