When Econometrics Meets Machine Learning

Eric Zheng; Yong Tan; Paulo Goes; Ramnath Chellappa; D. J. Wu; Michael Shaw; Olivia Sheng; Alok Gupta

doi:10.1515/dim-2017-0012

When Econometrics Meets Machine Learning

Eric Zheng
, Yong Tan
, Paulo Goes
, Ramnath Chellappa
, D. J. Wu
, Michael Shaw
, Olivia Sheng
, Alok Gupta

Research output: Contribution to journal › Article › peer-review

Original language	English (US)
Pages (from-to)	75-83
Number of pages	9
Journal	Data and Information Management
Volume	1
Issue number	2
DOIs	https://doi.org/10.1515/dim-2017-0012
State	Published - Dec 1 2017

Bibliographical note

Funding Information:
We would like to acknowledge Professor Qinghua Zhu from Nanjing University of China, Professor Ming Fan from University of Washington of the USA, Professor Zhenhui (Jack) Jiang from National University of Singapore and Professor Han Zhang from Georgia Institute of Technology of the USA for their great support to this paper.

Keywords

econometrics
explanation
information system
integration
machine learning
prediction

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10.1515/dim-2017-0012

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@article{e3657f8e9ffe4a77b553867d5054face,

title = "When Econometrics Meets Machine Learning",

keywords = "econometrics, explanation, information system, integration, machine learning, prediction",

author = "Eric Zheng and Yong Tan and Paulo Goes and Ramnath Chellappa and Wu, \{D. J.\} and Michael Shaw and Olivia Sheng and Alok Gupta",

note = "Funding Information: We would like to acknowledge Professor Qinghua Zhu from Nanjing University of China, Professor Ming Fan from University of Washington of the USA, Professor Zhenhui (Jack) Jiang from National University of Singapore and Professor Han Zhang from Georgia Institute of Technology of the USA for their great support to this paper.",

year = "2017",

month = dec,

day = "1",

doi = "10.1515/dim-2017-0012",

language = "English (US)",

volume = "1",

pages = "75--83",

journal = "Data and Information Management",

issn = "2543-9251",

publisher = "Elsevier Ltd",

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TY - JOUR

T1 - When Econometrics Meets Machine Learning

AU - Zheng, Eric

AU - Tan, Yong

AU - Goes, Paulo

AU - Chellappa, Ramnath

AU - Wu, D. J.

AU - Shaw, Michael

AU - Sheng, Olivia

AU - Gupta, Alok

N1 - Funding Information: We would like to acknowledge Professor Qinghua Zhu from Nanjing University of China, Professor Ming Fan from University of Washington of the USA, Professor Zhenhui (Jack) Jiang from National University of Singapore and Professor Han Zhang from Georgia Institute of Technology of the USA for their great support to this paper.

PY - 2017/12/1

Y1 - 2017/12/1

KW - econometrics

KW - explanation

KW - information system

KW - integration

KW - machine learning

KW - prediction

UR - https://www.scopus.com/pages/publications/85144474897

UR - https://www.scopus.com/pages/publications/85144474897#tab=citedBy

U2 - 10.1515/dim-2017-0012

DO - 10.1515/dim-2017-0012

M3 - Article

AN - SCOPUS:85144474897

SN - 2543-9251

VL - 1

SP - 75

EP - 83

JO - Data and Information Management

JF - Data and Information Management

IS - 2

ER -

When Econometrics Meets Machine Learning

Bibliographical note

Keywords

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