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Machine Learning: An Applied Econometric Approach

Machine Learning: An Applied Econometric Approach

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_1894463977

Machine Learning: An Applied Econometric Approach

About this item

Full title

Machine Learning: An Applied Econometric Approach

Publisher

Nashville: American Economic Association

Journal title

The Journal of economic perspectives, 2017-04, Vol.31 (2), p.87-106

Language

English

Formats

Publication information

Publisher

Nashville: American Economic Association

More information

Scope and Contents

Contents

Machines are increasingly doing “intelligent” things. Face recognition algorithms use a large dataset of photos labeled as having a face or not to estimate a function that predicts the presence y of a face from pixels x. This similarity to econometrics raises questions: How do these new empirical tools fit with what we know? As empirical economists...

Alternative Titles

Full title

Machine Learning: An Applied Econometric Approach

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_1894463977

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_1894463977

Other Identifiers

ISSN

0895-3309

E-ISSN

1944-7965

DOI

10.1257/jep.31.2.87

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