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Kejun He
Observed name:
He, Kejun
Institutions:
Chongqing University,
Renmin University of China
Observed institutions:
Chongqing University,
Chinese Academy of Medical Sciences & Peking Union Medical College,
Renmin University of China,
Texas A&M University
ORCID:
0000-0002-3996-6246
Observed ORCID:
0000-0002-3996-6246
OpenAlex ID:
A5087142626
LinDA: linear models for differential abundance analysis of microbiome compositional data
2022
·
Huijuan Zhou
, Kejun He
, et al.
·
Genome biology
·
419
PDF
Bayesian biclustering for microbial metagenomic sequencing data via multinomial matrix factorization
2021
·
Fangting Zhou
, Kejun He
, et al.
·
Biostatistics
·
24
The non-invasive exfoliated transcriptome (exfoliome) reflects the tissue-level transcriptome in a mouse model of NSAID enteropathy
2017
·
Canaan M. Whitfield-Cargile
, Noah D. Cohen
, et al.
·
Scientific Reports
·
24
PDF
Broadcasted nonparametric tensor regression
2024
·
Ya Zhou
, Raymond K W Wong
, et al.
·
Journal of the Royal Statistical Society Series B (Statistical Methodology)
·
18
PDF
Dimensionality Reduction and Variable Selection in Multivariate Varying-Coefficient Models With a Large Number of Covariates
2017
·
Kejun He
, Heng Lian
, et al.
·
Journal of the American Statistical Association
·
16
Functional Bayesian Networks for Discovering Causality from Multivariate Functional Data
2023
·
Fangting Zhou
, Kejun He
, et al.
·
Biometrics
·
11
PDF
Tensor Linear Regression: Degeneracy and Solution
2021
·
Ya Zhou
, Raymond K. W. Wong
, et al.
·
IEEE Access
·
8
PDF
Assessing the Multivariate Relationship between the Human Infant Intestinal Exfoliated Cell Transcriptome (Exfoliome) and Microbiome in Response to Diet
2020
·
Kejun He
, Sharon M. Donovan
, et al.
·
Microorganisms
·
8
PDF
LinDA: linear models for differential abundance analysis of microbiome compositional data
2021
·
Zhou, Huijuan
, He, Kejun
, et al.
·
arXiv (Cornell University)
·
7
PDF
Bayesian Nonlinear Tensor Regression with Functional Fused Elastic Net Prior
2023
·
Shuoli Chen
, Kejun He
, et al.
·
Technometrics
·
4
PDF
Causal Discovery with Heterogeneous Observational Data
2022
·
Zhou, Fangting
, He, Kejun
, et al.
·
arXiv (Cornell University)
·
4
PDF
Reduced-rank clustered coefficient regression for addressing multicollinearity in heterogeneous coefficient estimation
2024
·
Yan Zhong
, Kejun He
, et al.
·
Biometrics
·
3
Joint mirror procedure: controlling false discovery rate for identifying simultaneous signals
2024
·
Linsui Deng
, Kejun He
, et al.
·
Biometrics
·
2
PDF
Penalized spline estimation of principal components for sparse functional data: Rates of convergence
2024
·
Shiyuan He
, Jianhua Z. Huang
, et al.
·
Bernoulli
·
2
PDF
Individualized Causal Discovery with Latent Trajectory Embedded Bayesian Networks
2023
·
Fangting Zhou
, Kejun He
, et al.
·
Biometrics
·
2
PDF
Minorize–maximize algorithm for the generalized odds rate model for clustered current status data
2022
·
Tong Wang
, Kejun He
, et al.
·
Canadian Journal of Statistics
·
2
A varying-coefficient regression approach to modeling the effects of wind speed on the dispersion of pollutants
2022
·
Kejun He
, Yifan Wang
, et al.
·
Environmental and Ecological Statistics
·
2
An improved tensor regression model via location smoothing
2021
·
Ya Zhou
, Kejun He
·
Stat
·
2
Asymptotic properties of adaptive group Lasso for sparse reduced rank regression
2016
·
Kejun He
, Jianhua Z. Huang
·
Stat
·
2
PDF
Tree-based additive noise directed acyclic graphical models for nonlinear causal discovery with interactions
2025
·
Fangting Zhou
, Kejun He
, et al.
·
Biometrics
·
1
Principal Component Analysis of Two-dimensional Functional Data with Serial Correlation
2023
·
Shirun Shen
, Huiya Zhou
, et al.
·
Journal of Agricultural Biological and Environmental Statistics
·
1
PDF
Spline estimation of functional principal components via manifold conjugate gradient algorithm
2022
·
Shiyuan He
, Hanxuan Ye
, et al.
·
Statistics and Computing
·
1
PDF
Improved Estimation of High-dimensional Additive Models Using Subspace Learning
2022
·
Shiyuan He
, Kejun He
, et al.
·
Journal of Computational and Graphical Statistics
·
1
Factor analysis for high‐dimensional time series: Consistent estimation and efficient computation
2021
·
Qiang Xia
, Heung Wong
, et al.
·
Statistical Analysis and Data Mining The ASA Data Science Journal
·
1
A Model‐Adaptive Test for Parametric Single‐Index Time Series Models
2017
·
Qiang Xia
, Kejun He
, et al.
·
Journal of Time Series Analysis
·
1
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Works count:
45
Citation count:
566
H-index:
8
I10-index:
6
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