Kien Wei Siah

Massachusetts Institute of Technology (MIT)

PhD candidate

Cambridge, MA

United States

  • Massachusetts Institute of Technology (MIT)

SCHOLARLY PAPERS

6

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1,782

SSRN CITATIONS
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SSRN RANKINGS

Top 37,300

in Total Papers Citations

20

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Scholarly Papers (6)

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1.

Machine Learning with Statistical Imputation for Predicting Drug Approvals

Number of pages: 60 Posted: 25 May 2017 Last Revised: 21 May 2019
Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 1,166 (20,651)
Citation 2

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biotech; pharmaceuticals; risk management; machine learning

2.

Estimating Clinical Trial Success Rates and Related Parameters in Oncology

Number of pages: 20 Posted: 14 Apr 2019 Last Revised: 09 May 2019
Chi Heem Wong, Kien Wei Siah and Andrew W. Lo
Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 339 (104,043)
Citation 17

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Probabilities of Success; Clinical Trials; Biostatistics; Oncology; Healthcare Finance

3.

Financing Correlated Drug Development Projects

Downloads 218 (163,339)

Financing Correlated Drug Development Projects

Number of pages: 34 Posted: 21 Nov 2020
Andrew W. Lo and Kien Wei Siah
Massachusetts Institute of Technology (MIT) - Sloan School of Management and Massachusetts Institute of Technology (MIT)
Downloads 191 (184,448)

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Securitization, Capital Structure, Biotech, Drug Development, Healthcare Finance

Financing Correlated Drug Development Projects

Number of pages: 24 Posted: 07 Nov 2020
Andrew W. Lo and Kien Wei Siah
Massachusetts Institute of Technology (MIT) - Sloan School of Management and Massachusetts Institute of Technology (MIT)
Downloads 27 (571,708)

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Securitization; Biotechnology; Research Backed Obligation; Biomedical Mega-Fund; Portfolio Theory; Monte Carlo Simulation

4.

Estimating Probabilities of Success of Vaccine and Other Anti-Infective Therapeutic Development Programs

Downloads 41 (485,089)
Citation 1

Estimating Probabilities of Success of Vaccine and Other Anti-Infective Therapeutic Development Programs

NBER Working Paper No. w27176
Number of pages: 27 Posted: 18 May 2020
Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 24 (592,400)
Citation 1

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Estimating Probabilities of Success of Vaccine and Other Anti-Infective Therapeutic Development Programs

Number of pages: 27 Posted: 04 Jun 2020
Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 17 (643,428)

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Vaccines, Antibiotics, Infections Diseases, Clinical Trials, Probabilities of Success

5.

A Cost/Benefit Analysis of Clinical Trial Designs for COVID-19 Vaccine Candidates

NBER Working Paper No. w27882
Number of pages: 54 Posted: 07 Oct 2020 Last Revised: 12 Oct 2020
Donald Berry, Scott Berry, Peter Hale, Leah Isakov, Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
affiliation not provided to SSRN, Berry Consultants, LLC, affiliation not provided to SSRN, Pfizer, Inc., Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
Downloads 18 (614,362)

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6.

Just How Good an Investment is the Biopharmaceutical Sector?

Nature Biotechnology 35 (12), 1149-1157 (2017)
Posted: 22 May 2018
Richard T. Thakor, Nicholas Anaya, Yuwei Zhang, Christian Vilanilam, Kien Wei Siah, Chi Heem Wong and Andrew W. Lo
University of Minnesota - Carlson School of Management, Independent, Independent, Independent, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL) and Massachusetts Institute of Technology (MIT) - Sloan School of Management

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Biotechnology, Pharmaceuticals, Drug Development, Health Care Economics, Business Strategy in Drug Development, Risk