21 Stanford GSB Faculty Publications

21 Articles

3 Guido Imbens 3 Susan Athey 2 Stefanos Zenios

3 big data 3 stochastic models 2 adverse drug events 2 compressed sensing 2 iterative methods (mathematics) 2 least squares 2 matrices 2 medical informatics 2 numerical analysis 2 random matrices 2 statistical learning 1 C78 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 burnout 1 calibration 1 causality 1 clinical disease prediction 1 clinical trials 1 cluster 1 community pharmacy 1 computer algorithms 1 computer simulation 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 1 electronic health records 1 elliptical potential lemma 1 emergency management 1 emotional exhaustion 1 empirical research 1 equations 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 gross domestic product 1 group regularization 1 health care 1 health information management 1 health information systems 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 low-rank matrix estimation 1 machine learning 1 matching 1 mathematical mappings 1 mathematical models 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 om practice 1 online learning 1 optimization 1 panel analysis 1 panel data 1 patient safety 1 patient satisfaction 1 pay-for-performance 1 personalized decision making 1 phase transitions 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 sensitivity analysis 1 sequential decision making 1 service operations 1 simulation methods & models 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 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 user-centered design 1 vector analysis 1 vectors 1 well-being 1 work-life balance 1 work-life integration More