Big Data: New Tricks for Econometrics

Computers are now involved in many economic transactions and can capture data associated with these transactions, which can then be manipulated and analyzed. Conventional statistical and econometric techniques such as regression often work well, but there are issues unique to big datasets that may r...

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Bibliographic Details
Published in:	The Journal of economic perspectives Vol. 28; no. 2; pp. 3 - 27
Main Author:	Varian, Hal R.
Format:	Journal Article
Language:	English
Published:	Nashville American Economic Association 01.04.2014
Subjects:	Academic publications Big Data Computer science Computers Data analysis Data processing Datasets Daten Decision making Decision trees Deep learning Econometrics Economic forecasting models Economic models Economic statistics Economic theory Economists Feature selection Graduate students Linear analysis Linear models Linear regression Machine learning Machinery Manipulation Modeling Mortgage loans Queries Relational data bases Scientists Search engines SQL Statistical analysis Structured Query Language-SQL Studies Support vector machines Symposia: Big Data Transactions Trees Ökonometrie
ISSN:	0895-3309, 1944-7965
Online Access:	Get full text
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