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Wenlin Dai

Multivariate Functional Data Visualization and Outlier Detection
2018 · Wenlin Dai, Marc G. Genton · Journal of Computational and Graphical Statistics · 90
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Directional outlyingness for multivariate functional data
2018 · Wenlin Dai, Marc G. Genton · Computational Statistics & Data Analysis · 80
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Functional outlier detection and taxonomy by sequential transformations
2020 · Wenlin Dai, Tomáš Mrkvička, et al. · Computational Statistics & Data Analysis · 60
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Berberine-Loaded Carboxylmethyl Chitosan Nanoparticles Ameliorate DSS-Induced Colitis and Remodel Gut Microbiota in Mice
2021 · Luqing Zhao, Xueying Du, et al. · Frontiers in Pharmacology · 56
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Lipidomic-based investigation into the regulatory effect of Schisandrin B on palmitic acid level in non-alcoholic steatotic livers
2015 · Hiu Yee Kwan, Xuyan Niu, et al. · Scientific Reports · 39
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Optimal estimation of derivatives in nonparametric regression
2016 · Wenlin Dai, Tiejun Tong, et al. · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) · 26
Functional boxplots for multivariate curves
2018 · Wenlin Dai, Marc G. Genton · Stat · 21
Plasma Glial Fibrillary Acid Protein and Phosphorated Tau 181 Association with Presynaptic Density-Dependent Tau Pathology at 18F-SynVesT-1 Brain PET Imaging
2024 · Junhao Wu, Binyin Li, et al. · Radiology · 17
Difference-based variance estimation in nonparametric regression with repeated measurement data
2015 · Wenlin Dai, Yanyuan Ma, et al. · Journal of Statistical Planning and Inference · 16
A Subsampling Method for Regression Problems Based on Minimum Energy Criterion
2022 · Wenlin Dai, Yan Song, et al. · Technometrics · 13
Robust functional multivariate analysis of variance with environmental applications
2020 · Zhuo Qu, Wenlin Dai, et al. · Environmetrics · 13
Fast Community Detection in Dynamic and Heterogeneous Networks
2023 · Maoyu Zhang, Jingfei Zhang, et al. · Journal of Computational and Graphical Statistics · 9
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Trajectory functional boxplots
2020 · Zonghui Yao, Wenlin Dai, et al. · Stat · 9
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Exploratory functional data analysis
2024 · Zhuo Qu, Wenlin Dai, et al. · Test · 8
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A New Functional Clustering Method with Combined Dissimilarity Sources and Graphical Interpretation
2021 · Wenlin Dai, Stavros Athanasiadis, et al. · IntechOpen eBooks · 8
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Fast Robust Location and Scatter Estimation: A Depth-based Method
2023 · Maoyu Zhang, Yan Song, et al. · Technometrics · 7
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Interplay between astrocyte reactivity and APOE ε4 status is associated with accelerated pTau-related tau pathology in Alzheimer’s disease
2025 · Xiaoxie Mao, Yan Wang, et al. · Molecular Neurodegeneration · 6
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A Comparison of Methods for Estimating the Determinant of High-Dimensional Covariance Matrix
2017 · Zongliang Hu, Kai Dong, et al. · The International Journal of Biostatistics · 6
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On the Choice of Difference Sequence in a Unified Framework for Variance Estimation in Nonparametric Regression
2017 · Wenlin Dai, Tiejun Tong, et al. · Statistical Science · 6
Deterministic subsampling for logistic regression with massive data
2022 · Yan Song, Wenlin Dai · Computational Statistics · 5
Global Depths for Irregularly Observed Multivariate Functional Data
2022 · Qu, Zhuo, Dai, Wenlin, et al. · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) · 5
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Learning brain connectivity in social cognition with dynamic network regression
2024 · Maoyu Zhang, Biao Cai, et al. · The Annals of Applied Statistics · 4
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Large-Scale Low-Rank Gaussian Process Prediction with Support Points
2024 · Yan Song, Wenlin Dai, et al. · Journal of the American Statistical Association · 4
Optimal difference-based estimation for partially linear models
2017 · Yuejin Zhou, Yebin Cheng, et al. · Computational Statistics · 4
Robust two-layer partition clustering of sparse multivariate functional data
2023 · Zhuo Qu, Wenlin Dai, et al. · Econometrics and Statistics · 3
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Works count: 49
Citation count: 526
H-index: 11
I10-index: 11
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