Lixing Zhu

About Lixing Zhu

Lixing Zhu, With an exceptional h-index of 48 and a recent h-index of 30 (since 2020), a distinguished researcher at Hong Kong Baptist University, specializes in the field of statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multiple change point detection for high-dimensional data

Data-driven slicing for dimension reduction in regressions: A likelihood-ratio approach

Detecting change structures of nonparametric regressions

A functional nonlinear mixed effects modeling framework for longitudinal functional responses

Significance test for semiparametric conditional average treatment effects and other structural functions

Testing semiparametric model-equivalence hypotheses based on the characteristic function

Specification testing of regression models with mixed discrete and continuous predictors

Rank-based greedy model averaging for high-dimensional survival data

Lixing Zhu Information

University

Position

Chair professor of Statistics

Citations(all)

9967

Citations(since 2020)

3964

Cited By

7886

hIndex(all)

48

hIndex(since 2020)

30

i10Index(all)

157

i10Index(since 2020)

93

Email

University Profile Page

Google Scholar

Lixing Zhu Skills & Research Interests

statistics

Top articles of Lixing Zhu

Multiple change point detection for high-dimensional data

Journal of the Royal Statistical Society: Series B

2015

Data-driven slicing for dimension reduction in regressions: A likelihood-ratio approach

Science China Mathematics

2024/3

Tao Wang
Tao Wang

H-Index: 17

Lixing Zhu
Lixing Zhu

H-Index: 31

Detecting change structures of nonparametric regressions

Computational Statistics & Data Analysis

2024/2/1

Lixing Zhu
Lixing Zhu

H-Index: 31

A functional nonlinear mixed effects modeling framework for longitudinal functional responses

Electronic Journal of Statistics

2024

Significance test for semiparametric conditional average treatment effects and other structural functions

Computational Statistics & Data Analysis

2024/1/1

Xu Guo
Xu Guo

H-Index: 7

Lixing Zhu
Lixing Zhu

H-Index: 31

Testing semiparametric model-equivalence hypotheses based on the characteristic function

Journal of Statistical Computation and Simulation

2023/11/16

Feifei Chen
Feifei Chen

H-Index: 15

Lixing Zhu
Lixing Zhu

H-Index: 31

Specification testing of regression models with mixed discrete and continuous predictors

Journal of Business & Economic Statistics

2023/10/2

Rank-based greedy model averaging for high-dimensional survival data

Journal of the American Statistical Association

2023/10/2

Robust estimation in regression and classification methods for large dimensional data

Machine Learning

2023/9

Lixing Zhu
Lixing Zhu

H-Index: 31

Byzantine-robust distributed one-step estimation

arXiv preprint arXiv:2307.07767

2023/7/15

Chuhan Wang
Chuhan Wang

H-Index: 2

Lixing Zhu
Lixing Zhu

H-Index: 31

Order determination for spiked-type models with a divergent number of spikes

Computational Statistics & Data Analysis

2023/6/1

Lixing Zhu
Lixing Zhu

H-Index: 31

Independence tests with random subspace of two random vectors in high dimension

Journal of Multivariate Analysis

2023/5/1

Lixing Zhu
Lixing Zhu

H-Index: 31

A constrained maximum likelihood estimation for skew normal mixtures

Metrika

2023/5

SCALED PARTIAL ENVELOPE MODEL IN MULTIVARIATE LINEAR REGRESSION.

Statistica Sinica

2023/4/1

Jing Zhang
Jing Zhang

H-Index: 7

Lixing Zhu
Lixing Zhu

H-Index: 31

Specification testing for ordinary differential equation models with fixed design and applications to COVID-19 epidemic models

Computational Statistics & Data Analysis

2023/4/1

Ran Liu
Ran Liu

H-Index: 15

Lixing Zhu
Lixing Zhu

H-Index: 31

The conditionally studentized test for high-dimensional parametric regressions

arXiv preprint arXiv:2303.02840

2023/3/6

Model checking for high-dimensional parametric regressions: a conditionally studentized test

arXiv e-prints

2023/3

Adaptive-to-model hybrid of tests for regressions

Journal of the American Statistical Association

2023/1/2

Lixing Zhu
Lixing Zhu

H-Index: 31

A method of local influence analysis in sufficient dimension reduction

Statistica Sinica

2022/1/1

Order Determination for Spiked Type Models

Statistica Sinica

2022/1/1

Lixing Zhu
Lixing Zhu

H-Index: 31

See List of Professors in Lixing Zhu University(Hong Kong Baptist University)