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Publication:
Journal of the Royal Statistical Society, Series B: Statistical Methodology
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5
Stanford GSB Faculty Publications
Publication Type
5
Articles
GSB Authors
2
Guido Imbens
2
Susan Athey
1
Lihua Lei
1
Stefan Wager
Academic Area
4
Economics
Keywords
2
causal inference
2
inference
2
models
2
potential outcomes
1
average treatment effects
1
censored data
1
censoring
1
consistency
1
data combination
1
descriptive statistics
1
disposition (philosophy)
1
distribution boosting
1
doubly robust estimation
1
estimating individualized treatment
1
heterogeneous treatment effects
1
high-dimensional model representation
1
identification
1
inference (logic)
1
location
1
long-term causal inference
1
machine learning
1
moments
1
nonparametric models
1
order-statistics
1
prediction interval
1
propensity score
1
proxy variables
1
quantile treatment effects
1
random forest
1
random forests
1
randomized clinical-trials
1
regression
1
regression analysis
1
semi-parametric efficiency bound
1
sparse estimation
1
structural-change
1
survival analysis
1
survival time
1
tests
1
treatment effectiveness
1
treatment rules
1
tree
1
unobserved confounding
1
variables
1
weighted conformal inference
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