Weining Shen
Weining Shen
Associate Professor of Statistics, University of California, Irvine
Email verificata su - Home page
Citata da
Citata da
Single-cell transcriptomics reconstructs fate conversion from fibroblast to cardiomyocyte
Z Liu, L Wang, JD Welch, H Ma, Y Zhou, HR Vaseghi, S Yu, JB Wall, ...
Nature 551 (7678), 100-104, 2017
Adaptive Bayesian multivariate density estimation with Dirichlet mixtures
W Shen, ST Tokdar, S Ghosal
Biometrika 100 (3), 623-640, 2013
Single-cell transcriptomic analyses of cell fate transitions during human cardiac reprogramming
Y Zhou, Z Liu, JD Welch, X Gao, L Wang, T Garbutt, B Keepers, H Ma, ...
Cell stem cell 25 (1), 149-164. e9, 2019
Adaptive Bayesian procedures using random series priors
W Shen, S Ghosal
Scandinavian Journal of Statistics 42 (4), 1194-1213, 2015
Evolutionary state-space model and its application to time-frequency analysis of local field potentials
X Gao, W Shen, B Shahbaba, NJ Fortin, H Ombao
Statistica Sinica 30 (3), 1561, 2020
Regularized matrix data clustering and its application to image analysis
X Gao, W Shen, L Zhang, J Hu, NJ Fortin, RD Frostig, H Ombao
Biometrics 77 (3), 890-902, 2021
Lin28a regulates pathological cardiac hypertrophic growth through Pck2-mediated enhancement of anabolic synthesis
H Ma, S Yu, X Liu, Y Zhang, T Fakadej, Z Liu, C Yin, W Shen, ...
Circulation 139 (14), 1725-1740, 2019
Generalized probabilistic principal component analysis of correlated data
M Gu, W Shen
Journal of Machine Learning Research 21 (13), 1-41, 2020
Adaptive Bayesian density regression for high-dimensional data
W Shen, S Ghosal
Matrix linear discriminant analysis
W Hu, W Shen, H Zhou, D Kong
Technometrics 62 (2), 196-205, 2020
A direct method to evaluate the time‐dependent predictive accuracy for biomarkers
W Shen, J Ning, Y Yuan
Biometrics 71 (2), 439-449, 2015
Analysis of professional basketball field goal attempts via a Bayesian matrix clustering approach
F Yin, G Hu, W Shen
Journal of Computational and Graphical Statistics 32 (1), 49-60, 2023
Nonparametric matrix response regression with application to brain imaging data analysis
W Hu, T Pan, D Kong, W Shen
Biometrics 77 (4), 1227-1240, 2021
Differential dynamics of peripheral immune responses to acute SARS-CoV-2 infection in older adults
SA Lewis, S Sureshchandra, MZ Zulu, B Doratt, A Jankeel, IC Ibraim, ...
Nature aging 1 (11), 1038-1052, 2021
Finite mixtures of ERGMS for modeling ensembles of networks
F Yin, W Shen, CT Butts
Bayesian Analysis 17 (4), 1153-1191, 2022
Obesity correlates with pronounced aberrant innate immune responses in hospitalized aged COVID-19 patients
MZ Zulu, S Sureshchandra, AN Pinski, B Doratt, W Shen, I Messaoudi
Frontiers in Immunology 12, 760288, 2021
Outlier detection and robust estimation in nonparametric regression
D Kong, H Bondell, W Shen
International conference on artificial intelligence and statistics, 208-216, 2018
Empirical priors and posterior concentration in a piecewise polynomial sequence model
C Liu, R Martin, W Shen
arXiv preprint arXiv:1712.03848, 2017
Covariance estimation for matrix-valued data
Y Zhang, W Shen, D Kong
Journal of the American Statistical Association 118 (544), 2620-2631, 2023
Modeling brain connectivity with graphical models on frequency domain
X Gao, W Shen, CM Ting, SC Cramer, R Srinivasan, H Ombao
arXiv preprint arXiv:1810.03279, 2018
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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