37 Stanford GSB Faculty Publications

25 Articles 12 Working Papers

37 Mohsen Bayati 4 Erica Plambeck 4 Guido Imbens 4 Susan Athey 2 Stefanos Zenios 1 Khashayar Khosravi

4 Economics

5 Operations Research 3 Management Science 1 ACM Transactions on Knowledge Discovery from Data 1 American Economic Association Papers and Proceedings 1 Annals of Applied Probability 1 IEEE Access 1 IEEE Transactions on Information Theory 1 JMIR Medical Informatics 1 Journal of Economic Theory 1 Journal of Machine Learning Research 1 Journal of Medical Internet Research 1 Journal of the American Statistical Association 1 Manufacturing & Service Operations Management 1 Mayo Clinic Proceedings 1 Nature Medicine 1 PLOS One 1 Proceedings of the National Academy of Sciences 1 Statistical Methods in Medical Research 1 The Annals of Probability More

6 computer science 6 mathematical optimization 6 mathematics 5 advanced bandit algorithms research 5 machine learning 5 management science and operations research 4 greedy algorithm 4 philosophy 4 regret 4 thompson sampling 3 algorithm 3 artificial intelligence 3 asymmetric information 3 big data 3 combinatorics 3 epistemology 3 medicine 3 pay-for-performance 3 statistics 3 stochastic models 3 upcoding 2 Medicare 2 adverse drug events 2 bayesian probability 2 biology 2 burnout 2 business 2 composite material 2 compressed sensing 2 context (archaeology) 2 contextual bandit 2 data stream mining techniques 2 detection 2 electronic health record 2 empirical research 2 greedy algorithms 2 health care 2 iterative methods (mathematics) 2 least squares 2 machine learning and algorithms 2 materials science 2 mathematical analysis 2 matrices 2 matrix (chemical analysis) 2 medical informatics 2 numerical analysis 2 optimization and search problems 2 paleontology 2 panel data 2 physics 2 programming language 2 quality control 2 quantum mechanics 2 random matrices 2 set (abstract data type) 2 statistical learning 2 stochastic linear bandit 2 upper and lower bounds 2 well-being 1 C78 1 EHR 1 Gaussian processes 1 LASSO 1 Markov models 1 Markov processes 1 Medicare reimbursement 1 Nash bargaining 1 Poisson approximation 1 Poisson processes 1 Thompson sampling 1 accounting 1 actuarial science 1 adaptive treatment allocation 1 advanced causal inference techniques 1 aerospace engineering 1 age of information optimization 1 algorithm design and analysis 1 algorithms 1 approximate message-passing 1 approximation theory 1 assignment 1 asymptotically optimal algorithm 1 auction theory and applications 1 audit 1 bayesian inference 1 biomedical technology 1 boundary value problems 1 bounded function 1 calibration 1 causal inference 1 causality 1 clinical disease prediction 1 clinical practice guidelines implementation 1 clinical trials 1 cluster 1 cold start (automotive) 1 community pharmacy 1 computer algorithms 1 computer security 1 computer simulation 1 confounding 1 consequences 1 contextual bandits 1 convergence 1 cost-effectiveness analysis 1 counterfactual thinking 1 data mining 1 data modeling 1 decision making 1 dimension reduction in optimization 1 discrete mathematics 1 discrimination 1 drug surveillance 1 drug utilization 1 dynamic programming 1 dynamics 1 econometrics 1 economic convergence 1 economic growth 1 economic models 1 economic research 1 economics 1 economics and econometrics 1 eigenvalues and eigenvectors 1 electronic health record metadata 1 electronic health records 1 electronic medical record 1 elliptical potential lemma 1 emergency department 1 emergency medical services 1 emotional exhaustion 1 engineering 1 environmental health 1 equations 1 estimator 1 evaluation and performance assessment 1 event (particle physics) 1 experiences 1 experiment design 1 exploit 1 exploration–exploitation 1 feature (linguistics) 1 feature selection 1 fines (penalties) 1 fixed effects model 1 frequentist inference 1 frustration with technology 1 gaussian 1 generalization 1 generalized linear problems 1 geometry 1 graph theory 1 graphical models 1 greedy randomized adaptive search procedure 1 gross domestic product 1 group regularization 1 health care management 1 health information management 1 health information systems 1 health records 1 health-care 1 healthcare management 1 healthcare operations and scheduling optimization 1 healthcare policy and management 1 healthcare systems and reforms 1 heuristic 1 high-dimensional statistics 1 hospital-acquired infections 1 individualized medicine 1 instantaneous and cumulative effects 1 instrumental variable 1 interactive fixed effects 1 internet advertising 1 law 1 legislation 1 linear programming 1 linguistics 1 longitudinal studies 1 low-rank matrix estimation 1 machine learning in healthcare 1 marketing 1 matching 1 mathematical economics 1 mathematical mappings 1 mathematical models 1 matrix completion 1 matrix norm 1 matrix norms 1 mean square error methods 1 medical care costs 1 medical emergency 1 medical equipment 1 medical informatics applications 1 medical innovations 1 medical laws 1 medical quality control 1 medical research 1 medical students 1 medicare 1 message passing 1 message passing (computer science) 1 message passing algorithms 1 missing data 1 mobile crowdsensing and crowdsourcing 1 models 1 multi-armed bandit 1 multitask learning 1 negotiation 1 network 1 network interference 1 network models 1 neural networks 1 new product development 1 noise 1 noise measurement 1 nonadaptive and adaptive experiments 1 nonlinear theories 1 nosocomial infections 1 nuclear matrix 1 nursing 1 observational studies 1 om practice 1 online learning 1 operating system 1 optimism in the face of uncertainty 1 optimization 1 panel analysis 1 pathology 1 patient record 1 patient safety 1 patient satisfaction 1 patient satisfaction in healthcare 1 personal health record 1 personalized decision making 1 perspective (graphical) 1 phase transitions 1 physicians 1 political science 1 polytope neighborliness 1 polytopes 1 population 1 process (computing) 1 product (mathematics) 1 professional burnout 1 public economics 1 public health 1 public healthcare 1 quality (philosophy) 1 quality control and detection 1 quality of service 1 queueing theory 1 random graphs 1 random matrix theory 1 random noise theory 1 randomization 1 randomized experiments 1 randomness 1 rank (graph theory) 1 regression analysis 1 reimbursement 1 response bias 1 school choice and performance 1 sensitivity analysis 1 sequential decision making 1 service operations 1 simple (philosophy) 1 simulation methods & models 1 simulation statistics 1 standard deviations 1 state evolution 1 statistical sampling 1 statistics and probability 1 stochastic gradient optimization techniques 1 stochastic optimization 1 strategic behavior 1 sublinear function 1 subsampling 1 supervised learning 1 surveys 1 synthetic controls 1 technology 1 time horizon 1 topic modeling 1 total treatment effect 1 treatment effect estimation and inference 1 uncertain parameters 1 unconfoundedness 1 universality 1 unobservable 1 use 1 user-centered design 1 vector analysis 1 vectors 1 work-life balance 1 work-life integration More