Stanford GSB Faculty Publications

The Faculty Publications collection allows you to explore a growing corpus of GSB research in one place, with the ability to perform searches by title, author, abstract, supplied keywords, and (when available) full text. The collection includes links to all available journal articles dating back to 2012, and we have added case studies, working papers, books and book chapters, and white papers published since 2023. Output from the Corporate Governance Research Initiative, the Corporations and Society Initiative, and the Value Chain Innovation Initiative is also included.

The collection’s scope currently encompasses:

  • Journal Articles - 2012 to present
  • Working Papers - 2023 to present
  • Books - 2023 to present
  • Case Studies - 2023 to present

This collection will grow over time as new publications are continually added, additional Research Hub Labs and Initiatives are incorporated, and librarians add entries for pre-2012 articles and other content.

Photo: Monuments to the Unknown Variables by Peter Wegner. Located in the McCoy Family Courtyard of Knight Management Center at the GSB, the ‘x’ structure offers a place to ponder indefinite change—and plan new discoveries.

Showing 1 - 23 of 23 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
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Miniature of Causal Message-Passing for Experiments with Unknown and General Network Interference
Causal Message-Passing for Experiments with Unknown and General Network Interference
  • GSB Authors: Mohsen Bayati
  • Date: 2024-09-27
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of Electronic Health Record Use Patterns Among Well-Being Survey Responders and Nonresponders: Longitudinal Observational Study
Electronic Health Record Use Patterns Among Well-Being Survey Responders and Nonresponders: Longitudinal Observational Study
  • GSB Authors: Mohsen Bayati
  • Date: 2024-07-31
  • Publication Type: Articles
  • Publication: JMIR Medical Informatics
Miniature of Large Language Models for Preventing Medication Direction Errors in Online Pharmacies
Large Language Models for Preventing Medication Direction Errors in Online Pharmacies
  • GSB Authors: Mohsen Bayati
  • Date: 2024-04-25
  • Publication Type: Articles
  • Publication: Nature Medicine
Miniature of Predicting Primary Care Physician Burnout from Electronic Health Record Use Measures
Predicting Primary Care Physician Burnout from Electronic Health Record Use Measures
  • GSB Authors: Mohsen Bayati
  • Date: 2024-04-04
  • Publication Type: Articles
  • Publication: Mayo Clinic Proceedings
Miniature of Optimal Experimental Design for Staggered Rollouts
Optimal Experimental Design for Staggered Rollouts
  • GSB Authors: Guido Imbens | Mohsen Bayati | Susan Athey
  • Date: 2023-12-01
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Technical Note - the Elliptical Potential Lemma for General Distributions with an Application to Linear Thompson Sampling
Technical Note - the Elliptical Potential Lemma for General Distributions with an Application to Linear Thompson Sampling
  • GSB Authors: Mohsen Bayati
  • Date: 2022-08-04
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Matrix Completion Methods for Causal Panel Data Models
Matrix Completion Methods for Causal Panel Data Models
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2021-05-10
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
Miniature of Patientflownet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments
Patientflownet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments
  • GSB Authors: Mohsen Bayati
  • Date: 2021-03-17
  • Publication Type: Articles
  • Publication: IEEE Access
Miniature of Frustration with Technology and Its Relation to Emotional Exhaustion Among Health Care Workers: Cross-Sectional Observational Study
Frustration with Technology and Its Relation to Emotional Exhaustion Among Health Care Workers: Cross-Sectional Observational Study
  • GSB Authors: Mohsen Bayati
  • Date: 2020-12-28
  • Publication Type: Articles
  • Publication: Journal of Medical Internet Research
Miniature of Mostly Exploration-Free Algorithms for Contextual Bandits
Mostly Exploration-Free Algorithms for Contextual Bandits
  • GSB Authors: Mohsen Bayati
  • Date: 2020-07-27
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Online Decision Making with High-Dimensional Covariates
Online Decision Making with High-Dimensional Covariates
  • GSB Authors: Mohsen Bayati
  • Date: 2019-11-07
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Ensemble Methods for Causal Effects in Panel Data Settings
Ensemble Methods for Causal Effects in Panel Data Settings
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Ensemble Methods for Causal Effects in Panel Data Settings
Ensemble Methods for Causal Effects in Panel Data Settings
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Generating Random Networks Without Short Cycles
Generating Random Networks Without Short Cycles
  • GSB Authors: Mohsen Bayati
  • Date: 2018-08-24
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Evidence of Upcoding in Pay-For-Performance Programs
Evidence of Upcoding in Pay-For-Performance Programs
  • GSB Authors: Mohsen Bayati
  • Date: 2018-06-07
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations
Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations
  • GSB Authors: Stefanos Zenios | Mohsen Bayati
  • Date: 2018-02-28
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Statistical Analysis of a Low Cost Method for Multiple Disease Prediction
Statistical Analysis of a Low Cost Method for Multiple Disease Prediction
  • GSB Authors: Mohsen Bayati
  • Date: 2016-12-08
  • Publication Type: Articles
  • Publication: Statistical Methods in Medical Research
Miniature of Scalable Approximations for Generalized Linear Problems
Scalable Approximations for Generalized Linear Problems
  • GSB Authors: Mohsen Bayati
  • Date: 2016-11-21
  • Publication Type: Articles
  • Publication: Journal of Machine Learning Research
Miniature of Active Postmarketing Drug Surveillance for Multiple Adverse Events
Active Postmarketing Drug Surveillance for Multiple Adverse Events
  • GSB Authors: Mohsen Bayati | Stefanos Zenios
  • Date: 2015-11-20
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Accurate Emergency Department Wait Time Prediction
Accurate Emergency Department Wait Time Prediction
  • GSB Authors: Mohsen Bayati
  • Date: 2015-11-06
  • Publication Type: Articles
  • Publication: Manufacturing & Service Operations Management
Miniature of Universality in Polytope Phase Transitions and Message Passing Algorithms
Universality in Polytope Phase Transitions and Message Passing Algorithms
  • GSB Authors: Mohsen Bayati
  • Date: 2015-04-01
  • Publication Type: Articles
  • Publication: Annals of Applied Probability
Miniature of Bargaining Dynamics in Exchange Networks
Bargaining Dynamics in Exchange Networks
  • GSB Authors: Mohsen Bayati
  • Date: 2014-02-26
  • Publication Type: Articles
  • Publication: Journal of Economic Theory
Miniature of The Lasso Risk for Gaussian Matrices
The Lasso Risk for Gaussian Matrices
  • GSB Authors: Mohsen Bayati
  • Date: 2011-11-04
  • Publication Type: Articles
  • Publication: IEEE Transactions on Information Theory
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About this Collection

Collection Name:
Stanford GSB Faculty Publications
Collection Type:
GSB Publications and Research

23 Articles

4 Economics

3 big data 3 numerical analysis 3 stochastic models 2 adverse drug events 2 burnout 2 compressed sensing 2 computer simulation 2 electronic health record 2 gross domestic product 2 iterative methods (mathematics) 2 least squares 2 mathematical models 2 matrices 2 medical informatics 2 random matrices 2 simulation methods & models 2 statistical learning 2 well-being 1 C78 1 EHR 1 Gaussian processes 1 LASSO 1 Markov models 1 Markov processes 1 Medicare 1 Medicare reimbursement 1 Nash bargaining 1 Poisson approximation 1 Poisson processes 1 Thompson sampling 1 adaptive treatment allocation 1 algorithm design and analysis 1 algorithms 1 approximate message-passing 1 approximation theory 1 assignment 1 asymmetric information 1 biomedical technology 1 boundary value problems 1 calibration 1 causality 1 clinical disease prediction 1 clinical trials 1 cluster 1 community pharmacy 1 computer algorithms 1 consequences 1 contextual bandit 1 contextual bandits 1 convergence 1 cost-effectiveness analysis 1 data modeling 1 decision making 1 detection 1 dimension reduction in optimization 1 discrimination 1 drug surveillance 1 drug utilization 1 dynamic programming 1 dynamics 1 economic convergence 1 economic models 1 economic research 1 electronic health record metadata 1 electronic health records 1 electronic medical record 1 elliptical potential lemma 1 emergency management 1 emotional exhaustion 1 empirical research 1 equations 1 experiences 1 experiment design 1 exploration–exploitation 1 feature selection 1 fines (penalties) 1 fixed effects model 1 frustration with technology 1 generalization 1 generalized linear problems 1 graph theory 1 graphical models 1 greedy algorithm 1 greedy algorithms 1 group regularization 1 health care 1 health information management 1 health information systems 1 health records 1 health-care 1 healthcare management 1 high-dimensional statistics 1 hospitals 1 individualized medicine 1 instantaneous and cumulative effects 1 interactive fixed effects 1 internet advertising 1 learning 1 longitudinal studies 1 low-rank matrix estimation 1 machine learning 1 matching 1 mathematical mappings 1 mathematical optimization 1 matrix norms 1 mean square error methods 1 medical care costs 1 medical centers 1 medical equipment 1 medical informatics applications 1 medical innovations 1 medical laws 1 medical quality control 1 medical research 1 medical students 1 message passing 1 message passing (computer science) 1 message passing algorithms 1 models 1 multitask learning 1 negotiation 1 network 1 network interference 1 network models 1 neural networks 1 noise 1 noise measurement 1 nonadaptive and adaptive experiments 1 nonlinear theories 1 nosocomial infections 1 nuclear matrix 1 observational studies 1 om practice 1 online learning 1 optimization 1 panel analysis 1 panel data 1 patient record 1 patient safety 1 patient satisfaction 1 pay-for-performance 1 personal health record 1 personalized decision making 1 phase transitions 1 physicians 1 polytope neighborliness 1 polytopes 1 professional burnout 1 public health 1 public healthcare 1 quality control 1 quality of service 1 random graphs 1 random matrix theory 1 random noise theory 1 randomization 1 regression analysis 1 response bias 1 sensitivity analysis 1 sequential decision making 1 service operations 1 simulation statistics 1 standard deviations 1 state evolution 1 statistical sampling 1 stochastic linear bandit 1 stochastic optimization 1 subsampling 1 supervised learning 1 surveys 1 synthetic controls 1 technology 1 time study 1 total treatment effect 1 treatment effect estimation and inference 1 uncertain parameters 1 unconfoundedness 1 universality 1 upcoding 1 use 1 user-centered design 1 vector analysis 1 vectors 1 work-life balance 1 work-life integration