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Xiaoxi Shen
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引用次数
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年份
Do canes or walkers make any difference? Nonuse and fall injuries
C Luz, T Bush, X Shen
The Gerontologist 57 (2), 211-218, 2017
842017
Asymptotic properties of neural network sieve estimators
X Shen, C Jiang, L Sakhanenko, Q Lu
arXiv preprint arXiv:1906.00875, 2019
242019
A brief review on deep learning applications in genomic studies
X Shen, C Jiang, Y Wen, C Li, Q Lu
Frontiers in Systems Biology 2, 877717, 2022
152022
Genetic risk prediction using a spatial autoregressive model with adaptive lasso
Y Wen, X Shen, Q Lu
Statistics in medicine 37 (26), 3764-3775, 2018
52018
A goodness-of-fit test based on neural network sieve estimators
X Shen, C Jiang, L Sakhanenko, Q Lu
Statistics & probability letters 174, 109100, 2021
42021
Direct care workforce training: Internet accessibility and acceptance
DP Ochylski, CC Luz, X Shen
Journal of gerontological nursing 43 (6), 46-52, 2017
42017
Asymptotic properties of neural network sieve estimators
X Shen, C Jiang, L Sakhanenko, Q Lu
Journal of nonparametric statistics 35 (4), 839-868, 2023
32023
A sieve quasi-likelihood ratio test for neural networks with applications to genetic association studies
X Shen, C Jiang, L Sakhanenko, Q Lu
arXiv preprint arXiv:2212.08255, 2022
22022
Consistency of neural networks with regularization
X Shen, J Lin
arXiv preprint arXiv:2207.01538, 2022
22022
A kernel-based neural network for high-dimensional genetic risk prediction analysis
X Shen, X Tong, Q Lu
arXiv preprint arXiv:2101.11807, 2021
22021
Joint analysis of genetic and epigenetic data using a conditional autoregressive model
X Shen, Q Lu
BMC genetics 19, 51-54, 2018
22018
A conditional autoregressive model for genetic association analysis accounting for genetic heterogeneity
X Shen, Y Wen, Y Cui, Q Lu
Statistics in medicine 41 (3), 517-542, 2022
12022
On the selection consistency of Bayesian structured variable selection
K Yang, X Shen
Stat 6 (1), 131-144, 2017
12017
High dimensional and ultrahigh dimensional data analysis with kernel neural networks
Q Lu, S Xiaoxi, T Hou
US Patent App. 18/267,184, 2024
2024
Fast heritability estimation based on MINQUE and batch training
M Tang, T Hou, X Tong, X Shen, X Zhang, T Wang, Q Lu
Briefings in Bioinformatics 23 (3), bbac115, 2022
2022
Asymptotic Theory of Expectile Neural Networks
J Lin, X Shen, Q Lu
arXiv preprint arXiv:2011.01218, 2020
2020
Statistical Analysis for Network-based Models with Applications to Genetic Association and Prediction
X Shen
Michigan State University, 2019
2019
Consistency and Rate of Convergence for Deep Relu Neural Networks
X Shen, J Espinoza
Available at SSRN 4705867, 0
Supplementary Materials for Asymptotic Properties of Neural Network Sieve Estimators
X Shen, C Jiang, L Sakhanenko, Q Lu
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