Fingerprint The fingerprint is based on mining the text of the scientific documents related to the associated persons. Based on that an index of weighted terms is created, which defines the key subjects of research unit

Regression Mathematics
Estimator Mathematics
Predictors Mathematics
Variable Selection Mathematics
High-dimensional Mathematics
Dimension Reduction Mathematics
Sufficient Dimension Reduction Mathematics
Covariates Mathematics

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Profiles

No photo of Singdhansu B Chatterjee

Singdhansu B Chatterjee

19792020
No photo of R. D Cook

R. D Cook

19722018
No photo of Charles R Doss

Charles R Doss

20132020

Projects 2004 2021

Research Output 1969 2018

An alternative robust estimator of average treatment effect in causal inference

Liu, J., Ma, Y. & Wang, L. Jan 1 2018 (Accepted/In press) In : Biometrics.

Research output: Contribution to journalArticle

Average Treatment Effect
Causal Inference
Propensity Score
Robust Estimators
Alternatives

Another look at distance-weighted discrimination

Wang, B. & Zou, H. Jan 1 2018 In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 80, 1, p. 177-198 22 p.

Research output: Contribution to journalArticle

Second-order Cone Programming
Discrimination
Support Vector Machine
kernel
Bayes Risk

A study of two high-dimensional likelihood ratio tests under alternative hypotheses

Chen, H. & Jiang, T. Jan 1 2018 In : Random Matrices: Theory and Application. 7, 1, 1750016

Research output: Contribution to journalArticle

Likelihood Ratio Test Statistic
Multivariate Functions
Multivariate Normal Distribution
Likelihood Ratio Test
High-dimensional Data