Research


Identifying and Mitigating Potential Biases in Predicting Drug Approvals

Xu, Qingyang, Elaheh Ahmadi, Alexander Amini, Daniela Rus, and Andrew W. Lo, Identifying and Mitigating Potential Biases in Predicting Drug Approvals, Drug Safety 45, 521–533.

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Financing Biomedical Innovation

Lo, Andrew W., and Richard T. Thakor (2022), Financing Biomedical Innovation, Annual Review of Financial Economics 14, 231-270.

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Estimates of Probabilities of Successful Development of Pain Medications: An Analysis of Pharmaceutical Clinical Development Programs from 2000 to 2020

Maher, Dermot P., Chi Heem Wong, Kien Wei Siah, and Andrew W. Lo (2022), Estimates of Probabilities of Successful Development of Pain Medications: An Analysis of Pharmaceutical Clinical Development Programs from 2000 to 2020, Anesthesiology 137, 243-251.

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Predicting drug approvals: The Novartis data science and artificial intelligence challenge

Wei Siah, Kien, Nicholas W. Kelley, Steffen Ballerstedt, Bjorn Holzhauer, Tianmeng Lyu, David Mettler, Sophie Sun, Simon Wandel, Yang Zhong, Bin Zhou, Shifeng Pan, Yingyao Zhou, and Andrew W. Lo (2021), Predicting drug approvals: The Novartis data science and artificial intelligence challenge, Patterns 2 (8), 1-9.

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Estimating clinical trial success rates and related parameters in oncology

Wong, Chi Heem, Kien Wei Siah, and Andrew W. Lo (2019), Estimating Clinical Trial Success Rates and Related Parameters in Oncology, Biostatistics 20 (1), 273-286.

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Measuring and Optimizing the Risk and Reward of Green Portfolios

Lo, Andrew W., Ruixun Zhang, and Chaoyi Zhao (2022), Measuring and Optimizing the Risk and Reward of Green Portfolios, The Journal of Impact and ESG Investing 3 (2), 55-99.

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Financing Biomedical Innovation

Lo, Andrew W., Richard Thakor (2022), Financing Biomedical Innovation, Annual Reviews 14, 231-270.

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The Wisdom of Crowds Versus the Madness of Mobs: An Evolutionary Model of Bias, Polarization, and Other Challenges to Collective Intelligence

Lo, Andrew W., Ruixun Zhang (2022), The Wisdom of Crowds Versus the Madness of Mobs: An Evolutionary Model of Bias, Polarization, and Other Challenges to Collective Intelligence, Collective Intelligence 1(1). https://doi.org/10.1177/26339137221104785.

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The reaction of sponsor stock prices to clinical trial outcomes: An event study analysis

Singh, Manish, Roland Rocafort, Cathy Cai, Kien Wei Siah, Andrew W. Lo (2022), The reaction of sponsor stock prices to clinical trial outcomes: An event study analysis, PLoS ONE 17(9).

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An Artificial Intelligence-Based Industry Peer Grouping System

Bonne, George, Andrew W. Lo, Abilash Prabhakaran, Kien Wei Siah, Manish Singh, Xinxin Wang, Peter Zangari, and Howard Zhang (2022), An Artificial Intelligence-Based Industry Peer Grouping System, The Journal of Financial Data Science 4 (2), 1-3.

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