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Kuang-Yao Lee
Kuang-Yao Lee
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Title
Cited by
Cited by
Year
A general theory for nonlinear sufficient dimension reduction: Formulation and estimation
KY Lee, B Li, F Chiaromonte
The Annals of Statistics 41 (1), 221-249, 2013
1052013
Variable selection via additive conditional independence
KY Lee, B Li, H Zhao
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2016
312016
AUDIT‐C and ICD codes as phenotypes for harmful alcohol use: association with ADH1B polymorphisms in two US populations
AC Justice, RV Smith, JP Tate, K McGinnis, K Xu, WC Becker, KY Lee, ...
Addiction 113 (12), 2214-2224, 2018
242018
On an additive partial correlation operator and nonparametric estimation of graphical models
KY Lee, B Li, H Zhao
Biometrika 103 (3), 513-530, 2016
212016
Efficient estimation methods for informative cluster size data
CT Chiang, KY Lee
Statistica Sinica, 121-133, 2008
192008
Multiclass support vector classification via coding and regression
PC Chen, KY Lee, TJ Lee, YJ Lee, SY Huang
Neurocomputing 73 (7-9), 1501-1512, 2010
182010
Genomic analyses of African Trypanozoon strains to assess evolutionary relationships and identify markers for strain identification
JB Richardson, KY Lee, P Mireji, J Enyaru, M Sistrom, S Aksoy, H Zhao, ...
PLoS Neglected Tropical Diseases 11 (9), e0005949, 2017
132017
Conditional functional graphical models
KY Lee, D Ji, L Li, T Constable, H Zhao
Journal of the American Statistical Association 118 (541), 257-271, 2023
112023
Functional structural equation model
KY Lee, L Li
Journal of the Royal Statistical Society: Series B 84 (2), 600-629, 2022
92022
Uncovering Genomic Regions Associated with Trypanosoma Infections in Wild Populations of the Tsetse Fly Glossina fuscipes
A Gloria-Soria, WA Dunn, X Yu, A Vigneron, KY Lee, M Li, BL Weiss, ...
G3: Genes, Genomes, Genetics 8 (3), 887-897, 2018
92018
Nonparametric functional graphical modeling through functional additive regression operator
KY Lee, L Li, B Li, H Zhao
Journal of the American Statistical Association 118 (543), 1718-1732, 2023
72023
Functional sufficient dimension reduction through average Fréchet derivatives
KY Lee, L Li
The Annals of statistics 50 (2), 904, 2022
52022
Sliced inverse regression in metric spaces
J Virta, KY Lee, L Li
Statistica Sinica 32, 2315-2337, 2022
52022
Ultrahigh dimensional feature selection via kernel canonical correlation analysis
T Liu, KY Lee, H Zhao
arXiv preprint arXiv:1604.07354, 2016
52016
Learning causal networks via additive faithfulness
KY Lee, T Liu, B Li, H Zhao
Journal of Machine Learning Research 21 (51), 1-38, 2020
22020
Functional linear non-Gaussian acyclic model for causal discovery
TL Yang, KY Lee, K Zhang, J Suzuki
Behaviormetrika, 1-22, 2024
2024
Functional Directed Acyclic Graphs
KY Lee, L Li, B Li
Journal of Machine Learning Research 25 (78), 1-48, 2024
2024
Additive Conditional Independence for Large and Complex Biological Structures
KY Lee, B Li, H Zhao
Handbook of Statistical Bioinformatics, 153-171, 2022
2022
Comment on the discussion paper `Causal inference using invariant prediction: identification and confidence intervals' by Peters et al.
KY Lee, T Liu, H Zhao
Journal of the Royal Statistical Society: Series B 78, 947-1012, 2016
2016
Supplementary Appendix for “Conditional Functional Graphical Models”
KY Lee, D Ji, L Li, T Constable, H Zhao
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Articles 1–20