"Duality in Balance Optimization Subset Selection"
Hee Youn Kwon, Jason J. Sauppe, and Sheldon H. Jacobson.
Annals of Operations Research, forthcoming
DOI: 10.1007/s10479-020-03513-y"Treatment Effect Decomposition and Bootstrap Hypothesis Testing in Observational Studies"
Hee Youn Kwon, Jason J. Sauppe, and Sheldon H. Jacobson.
Annals of Data Science (2018): 1-21.
DOI: 10.1007/s40745-018-0179-7"Bias in Balance Optimization Subset Selection: Exploration through Examples"
Hee Youn Kwon, Jason J. Sauppe, and Sheldon H. Jacobson.
Journal of the Operational Research Society (2018): 1-14.
DOI: 10.1080/01605682.2017.1421848
Publication
Working Papers
"Handling Missing Data in Observational Studies with Balance Optimization Subset Selection"
Hee Youn Kwon, Jason J. Sauppe, and Sheldon H. Jacobson."Balance Optimization Subset Selection with Multiple Treatment Levels"
Hee Youn Kwon, Jason J. Sauppe, and Sheldon H. Jacobson.
Theses
"New Developments in Causal Inference Using Balance Optimization Subset Selection"
Hee Youn Kwon.
PhD Dissertation, University of Illinois at Urbana-Champaign, 2018.-
"Interaction of Affiliated Agents with Heterogeneous Influential Powers"
Hee Youn Kwon.
MPhil Thesis, University of Oxford, 2012.
Non-Academic Publication
- "Oxford with a Breath of Learning: Notebook (Hardcover)"
Hee Youn Kwon.
Blurb Inc., 2018.- ISBN: 9780464720843 (Available at Blurb.com)
- ISBN: 9781518402609 (ISBN-10: 1518402607; Available at Amazon.com)
- "Oxford with a Breath of Learning: Notebook (Softcover)"
Hee Youn Kwon.
2018.- ISBN: 9780464720782 (Glossy Softcover - Available at Blurb.com)
- ISBN: 9781729175279 (Matte Softcover - Available at Amazon.com)
- "Oxford with a Breath of Learning" (Photo e-Book)
Hee Youn Kwon.
2018.- ASIN: B07JNCVL7T (e-book available at Amazon.com)
Presentations
INFORMS 2018 Annual Meeting, Phoenix, AZ, November 4–7, 2018.
Session: WD70 – CS and OR Interface (November 7, 3:20 pm - 4:50 pm; 106B)
Presentation : "Balance Optimization Subset Selection with Multiple Treatment Levels"The Russell Sage Foundation The Alfred P. Sloan Foundation Summer Institute in Computational Social Science - Chicago Partner Site (SICSS-Chicago), Northwestern University, Evanston, IL, June 17-29, 2018.
Presentation (with R. Adorjani, J. Bohr, Y. Zhang) : "Attention Patterns across the Hybrid Media System"Department of Statistics, Purdue University, West Lafayette, IN, April 10, 2018.
Presentation : "New Developments in Causal Inference Using Balance Optimization Subset Selection"NICO Talk, Northwestern Institute on Complex Systems (NICO), Northwestern University, Evanston, IL, March 26, 2018.
Presentation : "Causal Inference Using Optimization and Handling Missing Data"INFORMS 2017 Annual Meeting, Houston, TX, October 22–25, 2017.
Session: MD78B – CS and OR Interface (October 23, 4:30 pm - 6:00 pm; 380B)
Presentation : "Bias in Balance Optimization Subset Selection"ENG 298. Special Topics - Road Map to Graduate School, College of Engineering, University of Illinois at Urbana-Champaign, IL, September 13, 2017.
Invited Panelist, Graduate Student Panel (with S. Stekovic, B. Byers, D. Bregante) : "Why I Decided to Go to Graduate School"