Research Output per year

## Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

- 2 Similar Profiles

Variable Selection
Mathematics

Penalty
Mathematics

Support Vector Machine
Mathematics

Smoothing Splines
Mathematics

Estimator
Mathematics

Model Selection
Mathematics

Predictors
Mathematics

Regression
Mathematics

##
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.

## Research Output 2002 2018

1
Citations

## Discussion on "Doubly sparsity kernel learning with automatic variable selection and data extraction"

Zhang, H., Jan 1 2018, In : Statistics and its Interface. 11, 3, p. 425-428 4 p.Research output: Contribution to journal › Article

Kernel Methods

Variable Selection

Sparsity

Learning systems

Feature extraction

1
Citations

## Interaction screening by partial correlation

Niu, Y., Hao, N. . & Zhang, H., Jan 1 2018, In : Statistics and its Interface. 11, 2, p. 317-325 9 p.Research output: Contribution to journal › Article

Partial Correlation

Screening

Main Effect

Interaction

High-dimensional Data

1
Citations

## Model Selection for High-Dimensional Quadratic Regression via Regularization

Hao, N. ., Feng, Y. & Zhang, H., Feb 5 2018, (Accepted/In press) In : Journal of the American Statistical Association. p. 1-11 11 p.Research output: Contribution to journal › Article

Regularization Method

Model Selection

Regularization

High-dimensional

Regression

1
Citations

## A nonparametric survival function estimator via censored kernel quantile regressions

Shin, S. J., Zhang, H. & Wu, Y., Jan 1 2017, In : Statistica Sinica. 27, 1, p. 457-478 22 p.Research output: Contribution to journal › Article

Kernel Regression

Quantile Regression

Survival Function

Survival Time

Estimator

3
Citations

## A Note on High-Dimensional Linear Regression With Interactions

Hao, N. . & Zhang, H., Oct 2 2017, In : American Statistician. 71, 4, p. 291-297 7 p.Research output: Contribution to journal › Article

Linear regression

High-dimensional

High-dimensional Data

Data analysis

Interaction