71 Stanford GSB Faculty Publications

64 Working Papers 7 Articles

29 Susan Athey 16 Guido Imbens 9 Stefan Wager 3 Lawrence Wein 3 Mohsen Bayati 3 Sridhar Narayanan 2 Darrell Duffie 2 Gabriel Weintraub 2 Harikesh Nair 2 Rebecca Diamond 2 Stefan Reichelstein 1 Amir Goldberg 1 Christopher Tonetti 1 Daniel Kessler 1 Daniela Saban 1 Erica Plambeck 1 Ilya A Strebulaev 1 Jonathan Berk 1 Joseph Piotroski 1 Jules Binsbergen 1 Jungho Choi 1 Katherine Casey 1 Kwabena Donkor 1 M. Kate Bundorf 1 Madhav Rajan 1 Martin Schneider 1 Mary Barth 1 Michael Hannan 1 Michael Ostrovsky 1 Mohammad Akbarpour 1 Navdeep Sahni 1 Nicholas Bloom 1 Paul Oyer 1 Rebecca Lester 1 Sarah Soule 1 Wesley Hartmann More

40 Economics 6 Accounting 6 Marketing 5 Finance 3 Organizational Behavior 2 Political Economy

1 American Sociological Review 1 Annals of Applied Probability 1 Annual Review of Statistics and Its Application 1 Health Affairs 1 Journal of Forensic Sciences 1 Journal of Political Economy 1 Management Science

65 mathematics 46 computer science 39 economics 36 econometrics 25 artificial intelligence 22 advanced causal inference techniques 20 statistics and probability 19 estimator 19 machine learning 16 business 14 physics 13 mathematical optimization 12 accounting 12 medicine 12 microeconomics 11 causal inference 11 law 11 political science 10 management science and operations research 10 mathematical analysis 10 programming language 10 psychology 9 inference 9 matching (statistics) 9 quantum mechanics 9 statistical methods and inference 8 advanced bandit algorithms research 8 economics and econometrics 8 philosophy 8 regression 8 regret 7 economic growth 7 engineering 7 epistemology 7 finance 7 geography 7 mathematical economics 7 value (mathematics) 7 variance (accounting) 6 algorithm 6 biology 6 chemistry 6 earnings 6 labour economics 6 observational study 6 set (abstract data type) 6 sociology 6 statistical methods and bayesian inference 5 consumer market behavior and pricing 5 data mining 5 financial markets and investment strategies 5 management 5 marketing 5 outcome (game theory) 5 public economics 5 radiology 5 sample size determination 5 statistical methods in clinical trials 5 weighting 4 applied mathematics 4 average treatment effect 4 combinatorics 4 demographic economics 4 demography 4 economic policies and impacts 4 estimation 4 labor market dynamics and wage inequality 4 paleontology 4 parametric statistics 4 politics 4 school choice and performance 4 term (time) 4 thermodynamics 3 auction theory and applications 3 biochemistry 3 computer security 3 confounding 3 context (archaeology) 3 covariate 3 descriptive statistics 3 game theory and voting systems 3 gender, labor, and family dynamics 3 gene 3 instrumental variable 3 internal medicine 3 kernel regression 3 leverage (statistics) 3 limit (mathematics) 3 mechanical engineering 3 operating system 3 perspective (graphical) 3 population 3 potential outcomes 3 propensity score matching 3 pure mathematics 3 random forest 3 randomized controlled trial 3 sample (material) 3 simple (philosophy) 3 smart grid energy management 3 social psychology 3 survey data collection 3 world wide web 2 actuarial science 2 aerospace engineering 2 archaeology 2 asymptotically optimal algorithm 2 bayesian modeling and causal inference 2 benchmark (surveying) 2 budget constraint 2 cartography 2 categorical variable 2 chromatography 2 class (philosophy) 2 climate change policy and economics 2 computer vision 2 confidence interval 2 convergence (economics) 2 corporate finance and governance 2 counterfactual thinking 2 curse of dimensionality 2 data science 2 data stream mining techniques 2 diffusion 2 double robustness 2 download 2 economic and environmental valuation 2 economic theories and models 2 energy, environment, economic growth 2 exploit 2 field (mathematics) 2 filter (signal processing) 2 financial economics 2 forecasting techniques and applications 2 gaussian 2 geodesy 2 health systems, economic evaluations, quality of life 2 industrial organization 2 investment (military) 2 kernel (algebra) 2 machine learning and algorithms 2 matching 2 merger and competition analysis 2 monetary policy and economic impact 2 observable 2 panel data 2 regression analysis 2 regression discontinuity 2 regression discontinuity design 2 research funding 2 robustness (evolution) 2 sampling (signal processing) 2 scale (ratio) 2 selection (genetic algorithm) 2 simplicity 2 sociology and political science 2 statistic 2 statistical hypothesis testing 2 test (biology) 2 thompson sampling 2 traditional medicine 2 transportation and mobility innovations 2 transportation planning and optimization 2 treatment effect 2 unconfoundedness 2 upper and lower bounds 2 variable (mathematics) 2 variety (cybernetics) 2 wage 2 work (physics) 1 A/B/N testing 1 Independent dynamic random matching 1 Markov chain 1 a-weighting 1 acoustics 1 advanced queuing theory analysis 1 adversarial system 1 advertising 1 affect (linguistics) 1 agricultural economics 1 agricultural risk and resilience 1 algorithms 1 alternative hypothesis 1 analysis of variance 1 anthropology 1 appeal 1 applications 1 arithmetic 1 assortment optimization 1 astrophysics 1 auditing, earnings management, governance 1 automation 1 automotive engineering 1 balance (ability) 1 banking stability, regulation, efficiency 1 bayesian inference 1 bayesian probability 1 behavioral operations 1 bias 1 binary number 1 body mass index 1 botany 1 bounded function 1 capital (architecture) 1 capital asset pricing model 1 capital gains 1 capital investment and risk analysis 1 capital structure 1 causal effects 1 causal model 1 central limit theorem 1 centrality 1 channel (broadcasting) 1 childhood obesity 1 civil engineering 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 commercial law 1 common value auction 1 communication 1 competitor analysis 1 complement (music) 1 complementation 1 complex network analysis techniques 1 component (thermodynamics) 1 composite material 1 conformity 1 consistency (knowledge bases) 1 consumer behavior in brand consumption and identification 1 consumption (sociology) 1 content (measure theory) 1 contextual design 1 continuous-time 1 contrast (vision) 1 coronavirus disease 2019 (covid-19) 1 corporate finance 1 corporate taxation and avoidance 1 covid-19 pandemic impacts 1 credibility 1 credit risk and financial regulations 1 crime solving 1 cross-sectional method 1 crowds 1 cultural industries and urban development 1 culture, economy, and development studies 1 data analysis 1 data analysis software 1 data collection 1 database 1 databases 1 dating markets 1 debit value adjustment 1 debt 1 debt overhang 1 decile 1 decision making 1 decision-making and behavioral economics 1 decorrelation 1 degree (music) 1 demand side 1 democracy 1 design of experiments 1 diagnostic services 1 difference in differences 1 difference-in-differences 1 differential privacy 1 digital advertising 1 digital economy and work transformation 1 digital marketing and social media 1 digital platforms and economics 1 dimension (graph theory) 1 discontinuity (linguistics) 1 discrete mathematics 1 discretion 1 disease 1 dismissal of employees 1 displaced workers 1 displacement (psychology) 1 distribution (mathematics) 1 diversity 1 diversity (politics) 1 domain adaptation and few-shot learning 1 dynamic programming 1 earnings per share 1 ecommerce 1 economic capital 1 economic geography 1 economic surplus 1 economies of agglomeration 1 education 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 electrical and electronic engineering 1 empirical welfare maximization 1 employee selection 1 employment 1 employment and welfare studies 1 enculturation 1 energy (signal processing) 1 energy and environment impacts 1 environmental economics 1 environmental impact and sustainability 1 environmental science 1 estimating equations 1 evaluation and performance assessment 1 evolutionary biology 1 exact law of large numbers 1 experimental behavioral economics studies 1 experimentation 1 experiments 1 explainable artificial intelligence (xai) 1 exponential distribution 1 exponential function 1 extreme value theory 1 extremum estimator 1 fair value 1 fee for service (medical fees) 1 field experiment 1 financial analysts 1 financial ratio 1 financial reporting and valuation research 1 fiscal policy and economic growth 1 fixed effects model 1 forcing (mathematics) 1 forensic DNA 1 forensic science 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 game theory and applications 1 gender diversity and inequality 1 generalized pareto distribution 1 generalized propensity score 1 generative grammar 1 global educational reforms and inequalities 1 global energy and sustainability research 1 grading (engineering) 1 greedy algorithm 1 greedy randomized adaptive search procedure 1 hazard ratio 1 health economics 1 health risk assessment 1 health services accessibility 1 health spending 1 health status indicators 1 healthcare 1 healthcare operations and scheduling optimization 1 heavy traffic approximation 1 heuristic 1 heuristics 1 hidden variable theory 1 historical cost 1 hospital care 1 housing market and economics 1 human capital 1 human capital disclosure 1 identification (biology) 1 incentive 1 income 1 index (typography) 1 infectious disease (medical specialty) 1 inference (logic) 1 information constraints 1 innovation diffusion and forecasting 1 instrumental variables 1 interference (communication) 1 intergenerational and educational inequality studies 1 international student and expatriate challenges 1 intersection (aeronautics) 1 interview 1 investment 1 italy: economic history and contemporary issues 1 job loss 1 job search 1 labor demand 1 law and economics 1 law, economics, and judicial systems 1 linguistics 1 logistic regression 1 loyalty 1 m-estimator 1 machine learning and data classification 1 machine learning and elm 1 machine learning in healthcare 1 management information systems 1 marginal cost 1 marginal utility 1 market dynamics and volatility 1 market economy 1 matching markets 1 materials science 1 mathematics education 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 mean squared error 1 media influence and politics 1 medical care use 1 medical economics 1 medical information storage & retrieval systems 1 medical screening 1 medicare 1 microfinance 1 minimax 1 minimax regret 1 missing data 1 mobile crowdsensing and crowdsourcing 1 mode (computer interface) 1 monetary economics 1 monte carlo method 1 multi-level treatments 1 natural resource economics 1 networks 1 neural networks and applications 1 neuroscience 1 nominate 1 nomination 1 nonparametric statistics 1 norm (philosophy) 1 null (sql) 1 null hypothesis 1 null model 1 object (grammar) 1 observational equivalence 1 observational studies 1 occupational and professional licensing regulation 1 odds 1 offset (computer science) 1 online platforms 1 opinion dynamics and social influence 1 optimism 1 optimization and search problems 1 oracle 1 organic chemistry 1 outreach 1 pandemic 1 pareto principle 1 pathology 1 patients 1 pedagogy 1 perception 1 personnel selection 1 pessimism 1 phenotype 1 physical medicine and rehabilitation 1 physician-patient relations 1 platforms 1 pointwise 1 poisson distribution 1 political participation 1 political selection 1 population geography 1 poverty, education, and child welfare 1 practical politics 1 price discrimination 1 price–earnings ratio 1 primaries 1 probabilistic modeling 1 productivity 1 profit (economics) 1 profitability index 1 propensity score 1 psychotherapist 1 public administration 1 public good 1 public relations 1 quantile 1 quantum 1 queueing asymptotics 1 random assignment 1 random mutation 1 random variable 1 randomization 1 randomized experiment 1 randomness 1 range (aeronautics) 1 realizability 1 receipt 1 regional economics and spatial analysis 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 scalability 1 scenario-based valuations 1 secondary analysis 1 selection bias 1 semiparametric efficiency 1 semiparametric model 1 service (business) 1 sexual assaults 1 sharing economy and platforms 1 signal (programming language) 1 skewness (probability theory) 1 smoothness 1 social and intergroup psychology 1 social distance 1 social media 1 social movement fields 1 social movements 1 social network (sociolinguistics) 1 social science 1 social sciences 1 software engineering 1 soil science 1 sorting 1 sparse estimation 1 spatial and panel data analysis 1 sports analytics and performance 1 stability (learning theory) 1 standard deviation 1 standard error 1 statistical and nonlinear physics 1 statistical inference 1 statistical models 1 statistical power 1 subclassification 1 supply and demand 1 supply chain and inventory management 1 surgery 1 swap XVAs 1 synthetic controls 1 systematic risk 1 tactical innovation 1 target prices 1 tax 1 tax credit 1 tax incentive 1 tax policy 1 tax reform 1 taxation and compliance studies 1 telecommunications 1 terminal care 1 tobin's q 1 tourism, leisure and hospitality management 1 traffic congestion 1 transfer of learning 1 transport engineering 1 treatment effects 1 unemployment 1 unsupervised learning 1 urban studies 1 valuation (finance) 1 variation (astronomy) 1 variations 1 volatility (finance) 1 welfare 1 wine industry and tourism More