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Weining Shen
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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
1512017
Adaptive Bayesian multivariate density estimation with Dirichlet mixtures
W Shen, ST Tokdar, S Ghosal
Biometrika 100 (3), 623-640, 2013
1442013
Adaptive Bayesian procedures using random series priors
W Shen, S Ghosal
Scandinavian Journal of Statistics 42 (4), 1194-1213, 2015
822015
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
572019
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
342020
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
262021
Adaptive Bayesian density regression for high-dimensional data
W Shen, S Ghosal
Bernoulli 22 (1), 396-420, 2016
252016
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
182019
Matrix linear discriminant analysis
W Hu, W Shen, H Zhou, D Kong
Technometrics 62 (2), 196-205, 2020
172020
Generalized probabilistic principal component analysis of correlated data.
M Gu, W Shen
J. Mach. Learn. Res. 21 (13), 1-41, 2020
162020
A direct method to evaluate the time‐dependent predictive accuracy for biomarkers
W Shen, J Ning, Y Yuan
Biometrics 71 (2), 439-449, 2015
132015
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
92021
Analysis of professional basketball field goal attempts via a Bayesian matrix clustering approach
F Yin, G Hu, W Shen
arXiv preprint arXiv:2010.08495, 2020
62020
Modeling local field potentials with regularized matrix data clustering
X Gao, W Shen, J Hu, N Fortin, H Ombao
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 597-602, 2019
62019
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
62018
Outlier detection and robust estimation in nonparametric regression
D Kong, H Bondell, W Shen
International conference on artificial intelligence and statistics, 208-216, 2018
62018
Posterior contraction rates of density derivative estimation
W Shen, S Ghosal
Sankhya A 79 (2), 336-354, 2017
62017
Empirical priors and posterior concentration in a piecewise polynomial sequence model
C Liu, R Martin, W Shen
arXiv preprint arXiv:1712.03848, 2017
52017
Asymptotically optimal empirical Bayes inference in a piecewise constant sequence model
R Martin, W Shen
arXiv preprint arXiv:1712.03848, 2017
52017
Bayesian sequential monitoring design for two‐arm randomized clinical trials with noncompliance
W Shen, J Ning, Y Yuan
Statistics in medicine 34 (13), 2104-2115, 2015
52015
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