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48
Stanford GSB Faculty Publications
Publication Type
46
Articles
2
Working Papers
GSB Authors
48
Guido Imbens
14
Susan Athey
4
Mohsen Bayati
3
Stefan Wager
2
Jann Spiess
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Lihua Lei
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48
Economics
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Journal of Business & Economic Statistics
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The American Economic Review
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Journal of the Royal Statistical Society, Series B: Statistical Methodology
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1
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Annual Review of Statistics and Its Application
1
Biometrics
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Depression and Anxiety
1
Journal of Economic Literature
1
Pharmacoepidemiology and Drug Safety
1
The Journal of Human Resources
1
The Stata Journal
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Keywords
8
regression analysis
7
causal inference
6
treatment effectiveness
5
causal effects
5
panel analysis
4
econometrics
4
fixed effects
4
mathematical models
4
panel data
4
potential outcomes
4
simulation methods & models
4
treatment effects
4
uncertainty
4
unconfoundedness
3
confidence intervals
3
difference-in-differences
3
empirical research
3
estimation theory
3
inference
3
machine learning
3
propensity score
3
propensity score matching
3
regression discontinuity design
2
World War II
2
average treatment effects
2
bootstrap
2
causal models
2
causality
2
combinatorial optimization
2
computer simulation
2
cross-section data
2
data modeling
2
death certificates
2
difference in differences
2
double robustness
2
electronic records
2
empirical Bayes methods
2
employee training
2
error analysis in mathematics
2
experimental design
2
geographic mobility
2
gross domestic product
2
instrumental variables
2
matching
2
matching theory
2
numerical analysis
2
observational studies
2
randomization
2
randomized controlled trials
2
regression discontinuity
2
robust control
2
scientific observation
2
supervised learning
2
synthetic controls
1
Bayesian bandit
1
Choo–Siow model
1
Monte Carlo method
1
Thompson sampling
1
adoption
1
adults
1
aggregate redistributional effects
1
algorithms
1
analysis of covariance
1
analysis of variance
1
antidepressant
1
anxiety disorder
1
approximation theory
1
assignment game
1
assignment problem
1
assortative matching
1
asymptotic normality
1
average match function
1
bandwidths
1
best practice recommendation
1
biomarker
1
casual inference
1
causal identification
1
cluster
1
cluster sampling
1
clustering
1
complementarity
1
conditional expectations
1
conditional inference
1
conditioned response
1
cross-section
1
cross-validation
1
cytochrome P450
1
data combination
1
degrees of freedom
1
descriptive and causal estimands
1
descriptive statistics
1
directed acyclic graphs
1
discrimination
1
distribution (probability theory)
1
doubly robust estimation
1
dynamic discrete-choice
1
dynamic programming
1
economic models
1
economic research
1
economic statistics
1
empirical Bayes
1
endogeneity
1
endogeneity (econometrics)
1
estimation
1
exogeneity
1
experiments
1
external validity
1
factor models
1
feature grouping
1
finite population
1
fix-point estimation
1
fixed effects model
1
forecasting
1
friendship
1
fuzzy regression discontinuity designs
1
generalized linear models
1
generalized propensity score
1
generalized propensity scores
1
generative adversarial networks
1
genetic
1
global analysis (mathematics)
1
graph theory
1
groups
1
heterogeneity
1
heteroscedasticity
1
identification
1
inference (logic)
1
inferential statistics
1
informative prior
1
instantaneous and cumulative effects
1
instrumental variables (statistics)
1
interactive fixed effects
1
interference
1
labor studies
1
learning
1
learning rate
1
least squares
1
limited-information-maximum-likelihood
1
linear-in-means model
1
linear-regression
1
local average treatment effects
1
local linear regression
1
location
1
long-term causal inference
1
low-rank matrix estimation
1
major depressive disorder
1
many instruments
1
matching estimators
1
mathematical economics
1
mathematical models of economics
1
mathematical regularization
1
mathematical statistics
1
mathematical variables
1
matrices
1
matrix norms
1
maximum likelihood statistics
1
medical care
1
meta-prior
1
misspecification
1
models
1
modern literature
1
motivation (psychology)
1
multi-level treatments
1
multiple randomization designs
1
natural experiments
1
network formation
1
nonadaptive and adaptive experiments
1
noncompliance
1
nonparametric estimation
1
nonparametric models
1
nuclear matrix
1
null hypothesis
1
one-to-one matching with transfers
1
online experimentation
1
optimal bandwidth selection
1
optimization
1
order-statistics
1
partial identification
1
partial mean
1
pharmacoepidemiology
1
policy analysis
1
policy evaluation
1
polynomial regression
1
polynomials
1
potential outcome
1
program evaluation
1
proxy variables
1
publication bias
1
quantile treatment effects
1
randomization distribution
1
randomized experiments
1
regression discontinuity designs
1
regression-models
1
research personnel
1
robust standard errors
1
robust statistics
1
sdid
1
selection models
1
semi-parametric efficiency bound
1
semiparametric efficiency
1
sensitivity analyses
1
simultaneous equations models
1
smoothness of functions
1
social groups
1
social networks
1
social sciences
1
st0757
1
staggered adoption
1
staggered adoption design
1
statistical bootstrapping
1
statistical correlation
1
statistical models
1
statistical significance
1
statistics
1
stochastic processes
1
student teachers
1
subclassification
1
synthetic control
1
synthetic control method
1
synthetic control methods
1
synthetic difference in differences
1
systematic review
1
technical specifications
1
time-series
1
training-programs
1
treatment effect estimation and inference
1
treatment of fibromyalgia
1
two-sided marketplaces
1
two-stage-least-squares
1
two-way fixed effects
1
unconfoundedness.
1
units
1
units of time
1
unmeasured confounding
1
unobserved confounding
1
visualization
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