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An adaptive group LASSO approach for domain selection in functional generalized linear models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：109/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
A Comprehensive Survey on Community Detection With Deep Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:  Su, Xing;  Xue, Shan;  Liu, Fanzhen;  Wu, Jia;  Yang, Jian;  Zhou, Chuan;  Hu, Wenbin;  Paris, Cecile;  Nepal, Surya;  Jin, Di;  Sheng, Quan Z.;  Yu, Philip S.
收藏  |  浏览/下载：147/0  |  提交时间：2022/04/29
Deep learning  Taxonomy  Optimization  Partitioning algorithms  Clustering algorithms  Social networking (online)  Peer-to-peer computing  Community detection  deep learning  graph neural network  network representation  social networks  
The Asymptotic Behavior of Bootstrap Support Values in Molecular Phylogenetics 期刊论文
SYSTEMATIC BIOLOGY, 2021, 卷号: 70, 期号: 4, 页码: 774-785
作者:  Huang, Jun;  Liu, Yuting;  Zhu, Tianqi;  Yang, Ziheng
收藏  |  浏览/下载：139/0  |  提交时间：2021/10/26
Bootstrap  model selection  star-tree paradox  support value  
Limit theorems with rate of convergence under sublinear expectations 期刊论文
BERNOULLI, 2019, 卷号: 25, 期号: 4A, 页码: 2564-2596
作者:  Fang, Xiao;  Peng, Shige;  Shao, Qi-Man;  Song, Yongsheng
收藏  |  浏览/下载：258/0  |  提交时间：2020/01/10
central limit theorem  G-normal distribution  law of large numbers  rate of convergence  Stein's method  sublinear expectation  
MSIQ: JOINT MODELING OF MULTIPLE RNA-SEQ SAMPLES FOR ACCURATE ISOFORM QUANTIFICATION 期刊论文
ANNALS OF APPLIED STATISTICS, 2018, 卷号: 12, 期号: 1, 页码: 510-539
作者:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
收藏  |  浏览/下载：195/0  |  提交时间：2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity  
Frequentist model averaging estimation for the censored partial linear quantile regression model 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 189, 页码: 1-15
作者:  Sun, Zhimeng;  Sun, Liuquan;  Lu, Xiaoling;  Zhu, Ji;  Li, Yongzhuang
收藏  |  浏览/下载：160/0  |  提交时间：2018/07/30
Model averaging  Model selection  Partial linear model  Quantile regression  Random censoring  
Dimension reduction estimation for probability density with data missing at random when covariables are present 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 181, 页码: 11-29
作者:  Deng, Jianqiu;  Wang, Qihua
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
Kernel density estimation  Kernel regression  Dimension reduction  Missing at random  Asymptotic normality  
Sure explained variability and independence screening 期刊论文
JOURNAL OF NONPARAMETRIC STATISTICS, 2017, 卷号: 29, 期号: 4, 页码: 849-883
作者:  Chen, Min;  Lian, Yimin;  Chen, Zhao;  Zhang, Zhengjun
收藏  |  浏览/下载：165/0  |  提交时间：2018/07/30
Feature screening  sure screening property  generalised measures of correlation  nonparametric inference  model-free approach  
Statistical Inference on Seemingly Unrelated Single-Index Regression Models 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2016, 卷号: 32, 期号: 4, 页码: 945-956
作者:  He, Bing;  You, Jin-hong;  Chen, Min
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
seemingly unrelated  contemporaneous correlation  single-index  weighted estimation  
Joint analysis of longitudinal data with additive mixed effect model for informative observation times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2016, 卷号: 169, 页码: 43-55
作者:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data