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GSB Authors:
Susan Athey
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65
Stanford GSB Faculty Publications
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50
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15
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GSB Authors
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Guido Imbens
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Keywords
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machine learning
7
causal inference
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econometrics
4
potential outcomes
3
COVID-19
3
antitrust
3
asymptotic normality
3
merger
3
panel analysis
3
propensity score
3
regression analysis
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treatment effectiveness
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2
advertising
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algorithms
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central limit theorem
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consumers
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heterogeneous treatment effect
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inference
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labor
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labor market
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market definition
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market power
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mathematical models
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methodology
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minimax regret
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nudges
2
observational studies
2
observational study
2
online platforms
2
platforms
2
pricing
2
random forest algorithms
2
reputation systems
2
ride hailing
2
telemetry data
2
uncertainty
2
unconfoundedness
1
1st-price auctions
1
Adult Respiratory Distress Syndrome
1
Bayesian analysis
1
COVID-19 pandemic
1
COVID-19 vaccine
1
GPU acceleration
1
Gaussian distribution
1
Hydroxymethylglutaryl-Coa Reductase Inhibitor
1
Interleukin 6
1
Markov games with private information
1
Markov processes
1
Monte Carlo method
1
Simvastatin
1
Social and information networks
1
Twitter
1
adaptive data collection
1
adaptive experimentation
1
adaptive nearest neighbors matching
1
adoption
1
airlines
1
alpha-1-adrenergic receptor antagonist
1
and cluster computing
1
antitrust law
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1
artificial intelligence in industry
1
ask strings
1
asymptotic theory
1
auction models
1
average treatment effects
1
belief
1
blood pressure
1
bribery
1
budget balance
1
cardiovascular events
1
care
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causal forest
1
causality
1
charitable giving
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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
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computation and language
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computer simulation
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confidence intervals
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consumer demand
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consumer preferences
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contextual bandits
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data-driven decision making
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decision making
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decision making in business
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decision trees
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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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dismissal
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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 mechanism design
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dynamic programming
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dynamics
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economists
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entry
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federated learning
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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-dimensional model representation
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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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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
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interventions
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investments
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isolation
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judicial review
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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
1
marketplaces
1
master of business administration degree
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matching
1
mathematical economics
1
mathematical regularization
1
matrices
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matrix norms
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media
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medical care
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merger guidelines
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meta-analysis
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minimax optimality
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misinformation
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mixed integer program
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mobility
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monopsony
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multi-homing
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multi-sided platform businesses
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multiarmed bandits
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multiple data sets
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multiproduct firms
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news
1
newspapers
1
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1
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nonparametric models
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nuclear matrix
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off-label drug use
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off-line policy learning
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open Science
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open source software
1
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1
panel data
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parallel
1
perfect Bayesian equilibrium
1
personalized decision making
1
personalized policies
1
pharmaceutical industry
1
pharmacoepidemiology
1
policy evaluation
1
policy learning
1
preferences
1
price sensitivity
1
primary-care
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procurement
1
product attributes
1
propensity scores
1
public health advertising
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public spending
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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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quasilinearization
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racial segregation
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randomization distribution
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1
regret
1
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retrospective analyses
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rheumatology
1
robust control
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robust statistics
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sdid
1
semi-parametric efficiency bound
1
semiparametric efficiency
1
simulation methods & models
1
single-homing
1
smoothing and nonparametric regression
1
social attitudes
1
social media
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
technology
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
1
visualization
1
voter turnout
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