Publications

World of EdCraft: Teaching Healthcare Finance at MIT

2022
Lo, Andrew W. (2022), World of EdCraft: Teaching Healthcare Finance at MIT. Harvard Data Science Review, 4(2).

Identifying and Mitigating Potential Biases in Predicting Drug Approvals

2022
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.

Financing Biomedical Innovation

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

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

2022
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.

Incorporating patient preferences and burden-of-disease in evaluating ALS drug candidate AMX0035: a Bayesian decision analysis perspective

2022
Xu, Qingyang, Joonhyuk Cho, Zied Ben Chaouch, and Andrew W. Lo (2022), Incorporating patient preferences and burden-of-disease in evaluating ALS drug candidate AMX0035: a Bayesian decision analysis perspective, Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration 0, 1-8.

Measuring and Optimizing the Risk and Reward of Green Portfolios

2022
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.

Optimal Impact Portfolios with General Dependence and Marginals (Working Paper)

2022
Lo, Andrew W. , Lan Wu, Ruixun Zhang, and Chaoyi Zhao (2022), Optimal Impact Portfolios with General Dependence and Marginals, Working Paper.

Financing Biomedical Innovation

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

Debiasing Probability of Success Estimates for Clinical Trials

2022
Chaudhuri, Shomesh, Joonhyuk Cho, Andrew W. Lo, Manish Singh, and Chi Heem Wong, Unpublished paper.

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

2022
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).

An Artificial Intelligence-Based Industry Peer Grouping System

2022
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.

Should We Allocate More COVID-19 Vaccine Doses to Non-vaccinated Individuals?

2022
Ben Chaouch, Zied, Andrew W. Lo, Chi Heem Wong (2022), Should we allocate more COVID-19 vaccine doses to non-vaccinated individuals?, PLOS Glob Public Health 2(7): e0000498.

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

2022
Lo, Andrew W., and 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.

Real-time Extended Psychophysiological Analysis of Financial Risk Processing

2022
Singh, Manish , Qingyang Xu, Sarah Wang, Tinah Hong, Mohammed Ghassemi, Andrew W. Lo (2022) Real-time Extended Psychophysiological Analysis of Financial Risk Processing, PLoS ONE 17(7): e0

Multimorbidity and mortality: A data science perspective

2022
Siah, Kien Wei, Chi Heem Wong, Jerry Gupta, Andrew W. Lo (2022), Multimorbidity and mortality: A data science perspective, Journal of Multimorbidity and Comorbidity 12, 1-20.