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Keywords:
potential outcomes
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7
Stanford GSB Faculty Publications
Publication Type
7
Articles
GSB Authors
4
Guido Imbens
4
Susan Athey
2
Stefan Wager
Keywords
2
causal inference
2
regression analysis
2
treatment effectiveness
1
Gaussian distribution
1
adaptive nearest neighbors matching
1
asymptotic normality
1
average treatment effects
1
descriptive and causal estimands
1
descriptive statistics
1
disposition (philosophy)
1
finite population
1
generalized propensity score
1
heterogeneity
1
high-dimensional model representation
1
incomplete confounders
1
inference
1
inference (logic)
1
location
1
major trauma
1
matching
1
missing data
1
multi-level treatments
1
noncompliance
1
nonparametric estimation
1
nonparametric models
1
observational data
1
order-statistics
1
propensity score
1
propensity score estimation
1
propensity score matching
1
public health
1
quantile treatment effects
1
random forest algorithms
1
randomized experiments
1
scientific observation
1
selection models
1
semi-parametric efficiency bound
1
simulation methods & models
1
simultaneous equations models
1
sparse estimation
1
subclassification
1
treatment of fibromyalgia
1
uncertainty
1
unconfoundedness
1
unconfoundedness.
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