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GSB Authors:
Susan Athey
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75
Stanford GSB Faculty Publications
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machine learning
7
causal inference
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econometrics
4
potential outcomes
3
COVID-19
3
COVID-19 vaccines
3
algorithms
3
antitrust
3
asymptotic normality
3
empirical research
3
mathematical models
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merger
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panel analysis
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pricing
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propensity score
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regression analysis
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treatment effectiveness
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Adult Respiratory Distress Syndrome
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Bayesian analysis
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COVID-19 pandemic
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Hydroxymethylglutaryl-Coa Reductase Inhibitor
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Markov games with private information
2
Markov processes
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Simvastatin
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advertising
2
bribery
2
budget balance
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central limit theorem
2
computer simulation
2
confidence intervals
2
consumers
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cost effectiveness
2
driving quality
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dynamic incentive compatibility
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dynamic mechanism design
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dynamics
2
economists
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education research
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ergodic theory
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folk theorems with private
2
generalization
2
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gross domestic product
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heterogeneous treatment effect
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hypothesis
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inference
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labor
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labor market
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market definition
2
market power
2
marketplaces
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master of business administration degree
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mergers & acquisitions
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methodology
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minimax regret
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nudges
2
numerical analysis
2
observational studies
2
observational study
2
online platforms
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perfect Bayesian equilibrium
2
pharmaceutical industry
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platforms
2
public spending
2
quasilinearization
2
random forest algorithms
2
reputation systems
2
ride hailing
2
simulation methods & models
2
technology
2
telemetry data
2
uncertainty
2
unconfoundedness
2
voter turnout
1
1st-price auctions
1
COVID-19 vaccine
1
GPU acceleration
1
Gaussian distribution
1
Interleukin 6
1
Monte Carlo method
1
Social and information networks
1
Twitter
1
adaptive data collection
1
adaptive experimentation
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adaptive nearest neighbors matching
1
adoption
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airlines
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alpha-1-adrenergic receptor antagonist
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and cluster computing
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antitrust law
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artificial intelligence in industry
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ask strings
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average treatment effects
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belief
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blood pressure
1
cardiovascular events
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care
1
causal forest
1
causality
1
charitable giving
1
chickens
1
choice modelling
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cluster
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cluster sampling
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collusion
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competition
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competition in advertising agencies
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competition in the mass media industry
1
computation and language
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consumer demand
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consumer preferences
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contextual bandits
1
coronavirus disease
1
counterfactuals (logic)
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data analysis
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data modeling
1
data-driven decision making
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dconomic competition
1
decision making
1
decision making in business
1
decision trees
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defaults
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descriptive and causal estimands
1
descriptive statistics
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difference in differences
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difference-in-differences
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digital economics
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discrimination
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dismissal
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distributed
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donation behavior
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double robustness
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drug repurposing
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drugs
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dynamic programming
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entry
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error analysis in mathematics
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estimation theory
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federated learning
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gender wage gap
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generative adversarial networks
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heterogeneity
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heterogeneous treatment
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heterogeneous treatment effects
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high-benefit approach
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high-dimensional model representation
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history of labor
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human Influenza
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human-artificial intelligence interaction
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human-machine relationship
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identification
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immunization programs
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immunostimulation
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industrial applications
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infectious disease
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instantaneous and cumulative effects
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instrumental variable
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interactive fixed effects
1
interventions
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investments
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isolation
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judicial review
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labor economics
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language models
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large scale dataset
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location
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low-rank matrix estimation
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manufacturing
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market shares
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market volatility
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matching
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mathematical economics
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mathematical regularization
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matrices
1
matrix norms
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media
1
medical care
1
merger guidelines
1
meta-analysis
1
minimax optimality
1
misinformation
1
mixed integer program
1
mobility
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models
1
monopsony
1
mortality
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multi-homing
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multi-sided platform businesses
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multiarmed bandits
1
multiple data sets
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multiproduct firms
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news
1
newspapers
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nonparametric models
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nuclear matrix
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observational learning
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off-label drug use
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open Science
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open source software
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1
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1
personalized decision making
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personalized policies
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pharmacoepidemiology
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policy evaluation
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preferences
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price sensitivity
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procurement
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product attributes
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propensity scores
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public health advertising
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purchase history data
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pyTorch
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python
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quantile treatment effects
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racial segregation
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randomization distribution
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randomized experiment
1
regret
1
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research personnel
1
retrospective analyses
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rheumatology
1
robust control
1
robust statistics
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sdid
1
semi-parametric efficiency bound
1
semiparametric efficiency
1
single-homing
1
smoothing and nonparametric regression
1
social attitudes
1
social media
1
social sciences
1
sparse estimation
1
st0757
1
staggered adoption design
1
statistical models
1
stories
1
switching
1
synthetic control
1
synthetic controls
1
synthetic difference in differences
1
technical specifications
1
tracking
1
treatment effect estimation and inference
1
two-sided markets
1
vaccine effectiveness
1
vaccine manufacturing
1
vaccine safety
1
vaccines
1
validation
1
variational inference
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visualization
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