Mochen Yang

Indiana University - Kelley School of Business

Assistant Professor

1309 East Tenth Street

Indianapolis, IN 47405-1701

United States

SCHOLARLY PAPERS

6

DOWNLOADS

661

CITATIONS

0

Scholarly Papers (6)

1.

Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining

Information Systems Research, Forthcoming
Number of pages: 66 Posted: 28 Apr 2017 Last Revised: 01 May 2017
Indiana University - Kelley School of Business, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and Carlson School of Management
Downloads 330 (89,286)

Abstract:

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data mining, econometrics, measurement error, misclassification, statistical inference

2.

Understanding User-Generated Content and Customer Engagement on Facebook Business Pages

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 18-82
Number of pages: 59 Posted: 27 Oct 2018
Indiana University - Kelley School of Business, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 165 (179,251)
Citation 4

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social media, user-generated content, word-of-mouth, customer engagement, Facebook

3.

Computational Strategies for Inventory Liquidation

Number of pages: 15 Posted: 13 Dec 2016
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities, Carlson School of Management, Students and Indiana University - Kelley School of Business
Downloads 80 (299,959)

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4.

Efficient Computational Strategies for Dynamic Inventory Liquidation

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 18-79
Number of pages: 74 Posted: 02 Oct 2018
Indiana University - Kelley School of Business, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 46 (395,267)

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inventory liquidation, scalable computational approaches, dynamic programming, greedy heuristic, simulation, design science

5.

Designing Real-Time Feedback for Bidders in Homogeneous-Item Continuous Combinatorial Auctions

MIS Quarterly, Forthcoming, Kelley School of Business Research Paper No. 19-3
Number of pages: 70 Posted: 19 Dec 2018
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and Indiana University - Kelley School of Business
Downloads 40 (417,172)

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continuous combinatorial auctions, multi-unit auctions, electronic markets, real-time bidder support, allocative fairness, computational artifact design

6.

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

Kelley School of Business Research Paper No. 19-20
Posted: 14 Mar 2019 Last Revised: 03 Jun 2019
Indiana University - Kelley School of Business, University of Minnesota - Minneapolis, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management

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machine learning, econometric analysis, instrumental variable, random forest, causal inference