105 Stanford GSB Faculty Publications

102 Working Papers 3 Articles

36 Susan Athey 15 Guido Imbens 10 Stefan Wager 6 Mohsen Bayati 4 Sridhar Narayanan 4 Stefan Reichelstein 3 Mary Barth 3 Rebecca Diamond 2 Adina Sterling 2 Amir Goldberg 2 Christopher Tonetti 2 Darrell Duffie 2 Eric Bettinger 2 Erica Plambeck 2 Gabriel Weintraub 2 Harikesh Nair 2 Ivan Marinovic 2 John Kepler 2 Lawrence Wein 2 Mohammad Akbarpour 2 Navdeep Sahni 2 Nicholas Bloom 1 Daniela Saban 1 David Broockman 1 David Kreps 1 David Larcker 1 George Foster 1 Ilya A Strebulaev 1 Jennifer Aaker 1 Jonathan Berk 1 Joseph Piotroski 1 Jules Binsbergen 1 Jungho Choi 1 Katherine Casey 1 Khashayar Khosravi 1 Kwabena Donkor 1 Madhav Rajan 1 Michael Hannan 1 Michael Ostrovsky 1 Neil Malhotra 1 Paul Oyer 1 Rebecca Lester 1 Robert Burgelman 1 Robert Wilson 1 Stephen Comello 1 Tim McQuade 1 Wesley Hartmann 1 William Barnett 1 Yonatan Gur 1 Yossi Feinberg More

55 Economics 15 Accounting 9 Marketing 7 Organizational Behavior 5 Finance 2 Political Economy

1 American Psychologist 1 Annals of Applied Probability 1 Journal of Economic Behavior & Organization

105 mathematics 69 computer science 65 statistics 59 economics 43 econometrics 36 business 34 artificial intelligence 29 machine learning 23 advanced causal inference techniques 21 mathematical analysis 21 mathematical optimization 21 microeconomics 20 accounting 20 statistics and probability 19 estimator 18 management science and operations research 18 physics 18 political science 18 programming language 18 psychology 16 law 15 advanced bandit algorithms research 14 economics and econometrics 14 medicine 14 regret 13 quantum mechanics 12 biology 12 finance 12 sociology 11 engineering 11 inference 11 marketing 11 mathematical economics 11 philosophy 11 set (abstract data type) 10 algorithm 10 causal inference 9 chemistry 9 epistemology 9 geography 9 geometry 9 management 9 matching (statistics) 9 pure mathematics 9 statistical methods and inference 8 auction theory and applications 8 combinatorics 8 consumer market behavior and pricing 8 economic growth 8 financial markets and investment strategies 8 public economics 8 regression 8 value (mathematics) 7 corporate finance and governance 7 earnings 7 field (mathematics) 7 industrial organization 7 product (mathematics) 7 variance (accounting) 6 demographic economics 6 labour economics 6 machine learning and algorithms 6 observational study 6 paleontology 6 politics 6 social psychology 6 statistical methods and bayesian inference 6 world wide web 5 auditing, earnings management, governance 5 biochemistry 5 computer security 5 data mining 5 demography 5 economic policies and impacts 5 economic theories and models 5 gender, labor, and family dynamics 5 incentive 5 mechanical engineering 5 operating system 5 outcome (game theory) 5 perspective (graphical) 5 radiology 5 sample size determination 5 school choice and performance 5 statistical methods in clinical trials 5 term (time) 5 weighting 4 actuarial science 4 aerospace engineering 4 applied mathematics 4 average treatment effect 4 class (philosophy) 4 content (measure theory) 4 context (archaeology) 4 covariate 4 data stream mining techniques 4 decision-making and behavioral economics 4 estimation 4 experimental behavioral economics studies 4 financial reporting and valuation research 4 geodesy 4 labor market dynamics and wage inequality 4 market economy 4 parametric statistics 4 population 4 public relations 4 randomized controlled trial 4 sociology and political science 4 thermodynamics 4 thompson sampling 3 archaeology 3 bayesian probability 3 benchmark (surveying) 3 budget constraint 3 cartography 3 climate change policy and economics 3 confounding 3 corporate taxation and avoidance 3 counterfactual thinking 3 economic and environmental valuation 3 education 3 field experiment 3 financial economics 3 game theory and voting systems 3 gender diversity and inequality 3 gene 3 greedy algorithm 3 innovation diffusion and forecasting 3 instrumental variable 3 internal medicine 3 investment (military) 3 kernel regression 3 leverage (statistics) 3 limit (mathematics) 3 matching 3 materials science 3 mathematics education 3 media influence and politics 3 merger and competition analysis 3 potential outcomes 3 propensity score matching 3 random forest 3 sample (material) 3 selection (genetic algorithm) 3 simple (philosophy) 3 smart grid energy management 3 social media 3 survey data collection 3 welfare 3 work (physics) 2 academic achievement 2 action (physics) 2 advertising 2 anthropology 2 asymptotically optimal algorithm 2 bayesian inference 2 bayesian modeling and causal inference 2 botany 2 capital (architecture) 2 categorical variable 2 causal effects 2 chromatography 2 common value auction 2 communication 2 complex network analysis techniques 2 composite material 2 computer vision 2 confidence interval 2 consistency (knowledge bases) 2 consumption (sociology) 2 convergence (economics) 2 corporate governance 2 credibility 2 curse of dimensionality 2 data science 2 diffusion 2 digital marketing and social media 2 dimension (graph theory) 2 distribution (mathematics) 2 diversity (politics) 2 download 2 ecology 2 energy, environment, economic growth 2 environmental economics 2 environmental science 2 exploit 2 filter (signal processing) 2 fiscal policy and economic growth 2 forecasting techniques and applications 2 game theory and applications 2 gaussian 2 gender studies 2 geology 2 global health care issues 2 health systems, economic evaluations, quality of life 2 heuristic 2 human capital 2 identification (biology) 2 inequality 2 internet privacy 2 intersection (aeronautics) 2 kernel (algebra) 2 knowledge management 2 law and economics 2 linguistics 2 machine learning and data classification 2 management information systems 2 marginal cost 2 matrix (chemical analysis) 2 minimax 2 misinformation and its impacts 2 monetary economics 2 monetary policy and economic impact 2 multi-armed bandit 2 natural resource economics 2 new product development 2 observable 2 oceanography 2 offset (computer science) 2 opinion dynamics and social influence 2 optimization and search problems 2 organic chemistry 2 panel data 2 pareto principle 2 productivity 2 public administration 2 range (aeronautics) 2 rank (graph theory) 2 realizability 2 regression discontinuity design 2 robustness (evolution) 2 sampling (signal processing) 2 scale (ratio) 2 sequence (biology) 2 simplicity 2 social networks 2 social science 2 sports analytics and performance 2 statistic 2 statistical and nonlinear physics 2 strategy and management 2 supply chain and inventory management 2 surgery 2 test (biology) 2 traditional medicine 2 transportation and mobility innovations 2 transportation planning and optimization 2 treatment effect 2 unit (ring theory) 2 upper and lower bounds 2 valuation (finance) 2 variable (mathematics) 2 variety (cybernetics) 2 wage 1 A/B/N testing 1 Independent dynamic random matching 1 Markov chain 1 a-weighting 1 accounting and organizational management 1 accounting information system 1 accounting quality 1 acoustics 1 advanced queuing theory analysis 1 adversarial system 1 adverse selection 1 affect (linguistics) 1 age of information optimization 1 agency 1 aggregate productivity 1 agricultural economics 1 agricultural risk and resilience 1 alternative hypothesis 1 amortization 1 and multifactor productivity 1 and welfare 1 appeal 1 argument (complex analysis) 1 arithmetic 1 assortment optimization 1 astrophysics 1 attention effects 1 automation 1 automotive engineering 1 balance (ability) 1 banking stability, regulation, efficiency 1 baseline (sea) 1 behavioral economics 1 behavioral health and interventions 1 behavioral operations 1 bias 1 binary number 1 black-scholes-merton model 1 bounded function 1 business strategy and innovation 1 capacity 1 capital 1 capital asset pricing model 1 capital gains 1 capital investment and risk analysis 1 capital market 1 capital structure 1 carbon fibers 1 cash 1 causal model 1 central limit theorem 1 centrality 1 channel (broadcasting) 1 cheap talk 1 civil engineering 1 climate change 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 coevolution 1 cognitive psychology 1 cold start (automotive) 1 commercial law 1 comparability 1 competition (biology) 1 competitor analysis 1 complement (music) 1 complementation 1 component (thermodynamics) 1 composite number 1 computability, logic, ai algorithms 1 computer network 1 conformity 1 conglomerate 1 conglomerates 1 conservatism 1 constraint (computer-aided design) 1 consumer behavior in brand consumption and identification 1 consumer goals 1 contextual bandit 1 contextual design 1 continuous-time 1 contrast (vision) 1 control (management) 1 coronavirus disease 2019 (covid-19) 1 corporate finance 1 cost 1 cost accounting 1 cost of electricity by source 1 counterfactual conditional 1 covid-19 pandemic impacts 1 credit risk and financial regulations 1 cross-country output convergence 1 crowds 1 cultural differences and values 1 cultural industries and urban development 1 culture, economy, and development studies 1 data collection 1 database 1 dating markets 1 debit value adjustment 1 debt 1 debt overhang 1 decile 1 decision tree 1 decorrelation 1 degree (music) 1 demand side 1 democracy 1 demography and aging 1 descriptive statistics 1 design of experiments 1 difference in differences 1 differential privacy 1 digital advertising 1 digital economy and work transformation 1 digital platforms and economics 1 disadvantaged 1 disclosure 1 discontinuity (linguistics) 1 discrete mathematics 1 discretion 1 disease 1 displaced workers 1 displacement (psychology) 1 diversification 1 diversity 1 domain (mathematical analysis) 1 domain adaptation and few-shot learning 1 double robustness 1 earnings per share 1 ecommerce 1 economic capital 1 economic decisions 1 economic geography 1 economic growth and productivity 1 economic surplus 1 economies of agglomeration 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 electoral systems and political participation 1 electrical and electronic engineering 1 electricity generation 1 embedding 1 empirical studies of economic growth 1 empirical welfare maximization 1 employment and welfare studies 1 enculturation 1 energy (signal processing) 1 energy and environment impacts 1 enterprise value 1 environmental impact and sustainability 1 environmental resource management 1 estimating equations 1 ethnic group 1 evaluation and performance assessment 1 evolutionary biology 1 exact law of large numbers 1 executive compensation 1 experimentation 1 explainable artificial intelligence (xai) 1 exponential distribution 1 exponential family 1 exponential function 1 exponential growth 1 extreme value theory 1 extremum estimator 1 fair value 1 field experiments 1 financial analysts 1 financial institutions 1 financial misreporting 1 financial ratio 1 financial reporting 1 financial reporting and xbrl 1 firm innovation and growth 1 fixed cost 1 fixed effects model 1 forcing (mathematics) 1 fraction (chemistry) 1 frequentist inference 1 function (biology) 1 functional equations stability results; mathematical dynamics and fractals; markov chains and monte carlo methods 1 funding value adjustment 1 gender diversity 1 gender equality 1 general health professions 1 generalization 1 generalized pareto distribution 1 generalized propensity score 1 generative grammar 1 genetics 1 global educational reforms and inequalities 1 global energy and sustainability research 1 grading (engineering) 1 greedy algorithms 1 greedy randomized adaptive search procedure 1 group (periodic table) 1 group insurance 1 growth mindset 1 hazard ratio 1 health 1 health care 1 health care issues 1 health insurance 1 healthcare operations and scheduling optimization 1 healthcare policy and management 1 heavy traffic approximation 1 heuristics 1 hidden variable theory 1 hindsight bias 1 historical cost 1 history 1 hofstede's cultural dimensions theory 1 horizontal and vertical 1 households and firms 1 housing market and economics 1 human capital disclosure 1 implicit cost 1 index (typography) 1 infectious disease (medical specialty) 1 information constraints 1 information systems 1 innovation and invention: processes and incentives 1 innovation and knowledge management 1 insurance policy 1 integer (computer science) 1 interference (communication) 1 intergenerational and educational inequality studies 1 intergenerational family dynamics and caregiving 1 international issues 1 international student and expatriate challenges 1 interpretation (philosophy) 1 interview 1 investment 1 italy: economic history and contemporary issues 1 job attitude 1 job loss 1 job performance 1 job satisfaction 1 job satisfaction and organizational behavior 1 job search 1 key (lock) 1 key person insurance 1 knowledge space 1 labor demand 1 labor economics 1 law, economics, and judicial systems 1 learning 1 life cycle costing analysis 1 life insurance 1 linear model 1 linear programming 1 loan 1 logarithm 1 logic, reasoning, and knowledge 1 logistic regression 1 long-term care 1 long-term care insurance 1 lottery 1 loyalty 1 m-estimator 1 machine learning and elm 1 machine learning in healthcare 1 macroeconomics 1 macroeconomics consumption and investment 1 macroeconomics: production 1 management and organizational studies 1 management control system 1 managerial incentives for the accounting function 1 marginal utility 1 market completeness 1 market dynamics and volatility 1 matching markets 1 matrix completion 1 matrix norm 1 mean squared error 1 metallurgy 1 microfinance 1 minimax regret 1 misinformation 1 missing data 1 mobile crowdsensing and crowdsourcing 1 mode (computer interface) 1 model parameter 1 model selection 1 monte carlo method 1 motivation (psychology) 1 multi-level treatments 1 multimedia communication and technology 1 natural language processing 1 negotiation 1 neoclassical economics 1 neural networks and applications 1 neuroscience 1 nike 1 nominate 1 nomination 1 non-cognitive skills 1 nonparametric statistics 1 norm (philosophy) 1 null (sql) 1 null hypothesis 1 null model 1 nursing 1 object (grammar) 1 observational equivalence 1 occupational and professional licensing regulation 1 odds 1 offline learning 1 online learning 1 online learning and analytics 1 online platforms 1 operations management 1 optimism 1 optimism in the face of uncertainty 1 oracle 1 organizational learning 1 outreach 1 outside options 1 pandemic 1 parameter identification problem 1 pareto optimal 1 pathology 1 pay equity 1 pedagogy 1 perception 1 perseverance 1 perseverance (ethics) 1 personalization 1 personnel selection 1 pessimism 1 phenotype 1 philosophy and history of science 1 physical medicine and rehabilitation 1 platforms 1 pointwise 1 poisson distribution 1 political selection 1 pooling 1 populism, right-wing movements 1 poverty, education, and child welfare 1 power (physics) 1 price discrimination 1 price–earnings ratio 1 primaries 1 process (computing) 1 process management 1 procurement 1 product category 1 product cost management 1 product lifecycle 1 product market 1 production 1 production (economics) 1 profit (economics) 1 profitability index 1 propensity score 1 proposition 1 psychographic 1 psychologists 1 psychotherapist 1 public good 1 quality (philosophy) 1 quantile 1 quantum 1 queueing asymptotics 1 race (biology) 1 random assignment 1 random mutation 1 random variable 1 randomization 1 randomized experiment 1 randomness 1 real effort experiment 1 receipt 1 recognition effects 1 recommender system 1 recommender systems and techniques 1 reduction (mathematics) 1 regional economics and spatial analysis 1 regression analysis 1 regression discontinuity 1 regularly varying functions 1 reinforcement learning 1 reinforcement learning in robotics 1 relevance (law) 1 renewable energy, sustainability and the environment 1 representation (politics) 1 residual 1 retirement, disability, and employment 1 road pricing 1 robust regression 1 robust statistics 1 sampling design 1 satisficing 1 scalability 1 scenario-based valuations 1 school administration 1 school admission 1 school choice 1 schools 1 sedimentary rock 1 seekers 1 selection bias 1 self-insurance 1 semiparametric efficiency 1 semiparametric model 1 service (business) 1 shareholder 1 shareholder value 1 sharing economy and platforms 1 sign (mathematics) 1 signal (programming language) 1 situational ethics 1 smoothness 1 social and intergroup psychology 1 social distance 1 social media and politics 1 social network (sociolinguistics) 1 software engineering 1 soil science 1 sorting 1 space (punctuation) 1 sparse estimation 1 spatial and panel data analysis 1 stability (learning theory) 1 standard deviation 1 standard error 1 statistical hypothesis testing 1 statistical inference 1 statistical power 1 stochastic gradient optimization techniques 1 stochastic linear bandit 1 stochastic processes and financial applications 1 stock (firearms) 1 strategic management 1 strategy implementation 1 strategy-proof inequality 1 student engagement 1 subclassification 1 sublinear function 1 supply and demand 1 sustainable supply chain management 1 swap XVAs 1 synthesis of contingent claims 1 systematic risk 1 target costing 1 target prices 1 tax 1 tax credit 1 tax incentive 1 tax policy 1 tax reform 1 taxation 1 taxation and compliance studies 1 telecommunications 1 text message 1 tilt (camera) 1 time horizon 1 tobin's q 1 total absorption costing 1 total cost 1 total factor 1 tourism, leisure and hospitality management 1 traffic congestion 1 transfer of learning 1 transport engineering 1 treatment effects 1 tree (set theory) 1 turnover 1 typology 1 unconfoundedness 1 unemployment 1 unit cost 1 unsupervised learning 1 urban studies 1 user generated content 1 user-generated content 1 valuation effects 1 variable cost 1 variation (astronomy) 1 verification 1 volatility (finance) 1 voluntary disclosure 1 wine industry and tourism 1 word (group theory) 1 word embedding 1 yield (engineering) More