Kien Wei Siah

Massachusetts Institute of Technology (MIT)

PhD candidate

Cambridge, MA

United States

SCHOLARLY PAPERS

6

DOWNLOADS
Rank 31,126

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Top 31,126

in Total Papers Downloads

1,782

SSRN CITATIONS
Rank 37,300

SSRN RANKINGS

Top 37,300

in Total Papers Citations

20

CROSSREF CITATIONS

0

Scholarly Papers (6)

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

Abstract:

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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

Abstract:

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

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

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)

Abstract:

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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
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
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

Abstract:

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