Concepedia

Optimizing variance-bias trade-off in the TWANG package for estimation of propensity scores

Layla Parast, Daniel F. McCaffrey, Lane F. Burgette, Fernando Hoces de la Guardia, Daniela Golinelli, Jeremy N. V. Miles, Beth Ann Griffin

Health Services and Outcomes Research Methodology · 2016 · 26 citations · 45 references

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Concepts

References

45

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

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The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text

, , +16

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

, , +13

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

, , +13