Guihua Wang

University of Michigan, Stephen M. Ross School of Business, Students

Doctoral Candidate

Ann Arbor, MI

United States

SCHOLARLY PAPERS

6

DOWNLOADS
Rank 34,850

SSRN RANKINGS

Top 34,850

in Total Papers Downloads

1,243

CITATIONS

0

Scholarly Papers (6)

1.

An Instrumental Variable Tree Approach for Detecting Heterogeneous Treatment Effects in Observational Studies

Ross School of Business Paper
Number of pages: 24 Posted: 02 Oct 2017 Last Revised: 25 Oct 2018
Guihua Wang, Jun Li and Wallace J. Hopp
University of Michigan, Stephen M. Ross School of Business, Students, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 328 (89,902)
Citation 3

Abstract:

Loading...

Heterogeneous treatment effect, big data analytics, machine learning, causal inference

2.

Using Patient-Specific Quality Information to Unlock Hidden Health Care Capabilities

Ross School of Business Paper No. 1291
Number of pages: 44 Posted: 25 Oct 2015 Last Revised: 28 Sep 2017
University of Michigan, Stephen M. Ross School of Business, Students, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, University of Michigan Hospitals and University of Michigan Hospitals
Downloads 322 (91,711)
Citation 4

Abstract:

Loading...

Healthcare outcome analysis, provider quality, patient-centric quality information

3.

Personalized Health Care Outcome Analysis of Cardiovascular Surgical Procedures

Ross School of Business Paper No. 1336
Number of pages: 33 Posted: 31 Dec 2016 Last Revised: 30 Sep 2017
Guihua Wang, Jun Li and Wallace J. Hopp
University of Michigan, Stephen M. Ross School of Business, Students, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 276 (108,361)

Abstract:

Loading...

Healthcare outcome analysis, patient-centric healthcare, provider quality, machine learning

4.

Cost-Effectiveness of Referring Patients to Centers of Excellence for Mitral Valve Surgery

Ross School of Business Paper No. 1281
Number of pages: 28 Posted: 29 May 2015 Last Revised: 28 Oct 2015
University of Michigan, Stephen M. Ross School of Business, Students, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, University of Michigan Hospitals and University of Michigan Hospitals
Downloads 170 (172,911)
Citation 1

Abstract:

Loading...

Cardiac Surgery, Healthcare Outcomes, Cost Effectiveness

5.

Big Data and the Precision Medicine Revolution

Ross School of Business Paper No. 1386
Number of pages: 28 Posted: 29 May 2018 Last Revised: 23 Aug 2018
Wallace J. Hopp, Jun Li and Guihua Wang
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business, Students
Downloads 76 (309,187)

Abstract:

Loading...

big data, precision medicine, observational data, machine learning, causal inference

6.

An Asymptotically Optimal Heuristic for General Non-Stationary Finite-Horizon Restless Multi-Armed Multi-Action Bandits

Ross School of Business Paper No. 1374
Number of pages: 23 Posted: 10 Mar 2017 Last Revised: 26 Oct 2017
University of Michigan at Ann Arbor, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business, Students
Downloads 71 (321,288)
Citation 1

Abstract:

Loading...