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  • 7 Similar Profiles
Quantile Regression Mathematics
Covariates Mathematics
Non-parametric test Mathematics
Penalized Regression Mathematics
High-dimensional Mathematics
Regression Model Mathematics
Higher Dimensions Mathematics
Estimator Mathematics

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Projects 2007 2020

Quantile Regression
Censored Data
Regression Analysis
Model checking
Nonparametric methods
Semiparametric methods
Model selection
Selection model

Research Output 2005 2018

1 Citation (Scopus)

An alternative robust estimator of average treatment effect in causal inference

Liu, J., Ma, Y. & Wang, L., Sep 1 2018, In : Biometrics. 74, 3, p. 910-923 14 p.

Research output: Contribution to journalArticle

Average Treatment Effect
Causal Inference
Propensity Score
Robust Estimators

New semiparametric method for predicting high-cost patients

Maidman, A. & Wang, L., Sep 1 2018, In : Biometrics. 74, 3, p. 1104-1111 8 p.

Research output: Contribution to journalArticle

Semiparametric Methods
Costs and Cost Analysis
Health Expenditures
1 Citation (Scopus)

Quantile-Optimal Treatment Regimes

Wang, L., Zhou, Y., Song, R. & Sherwood, B., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1243-1254 12 p.

Research output: Contribution to journalArticle

Robust Estimation
Optimality Criteria
Convergence Rate

Sparse concordance-assisted learning for optimal treatment decision

Liang, S., Lu, W., Song, R. & Wang, L., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-26 26 p.

Research output: Contribution to journalArticle

Decision Rules
Spearman's coefficient
Pairwise Comparisons
Loss Function

Special issue on quantile regression and semiparametric methods

He, X., Kneib, T., Lamarche, C. & Wang, L., Oct 1 2018, In : Econometrics and Statistics. 8, p. 1-2 2 p.

Research output: Contribution to journalEditorial

Semiparametric Methods
Quantile Regression
Semiparametric methods
Quantile regression
Regression method