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Comparison of Two Frameworks for Analyzing Longitudinal Data 期刊论文
STATISTICAL SCIENCE, 2021, 卷号: 36, 期号: 4, 页码: 530-541
Authors:  Zhou, Jie;  Zhou, Xiao-Hua;  Sun, Liuquan
Favorite  |  View/Download:8/0  |  Submit date:2022/04/02
Clustered data framework  counting process framework  estimation procedures  longitudinal data  
Statistical analysis and optimal inspection planning for lifetime delayed gamma degradation processes 期刊论文
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2021, 页码: 16
Authors:  Li, Zan;  Hu, Qingpei;  Yang, Qingyu;  Yu, Dan
Favorite  |  View/Download:17/0  |  Submit date:2021/10/26
crack initiation  crack propagation  D-optimality  gamma process  inspection planning  
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
Favorite  |  View/Download:12/0  |  Submit date:2022/04/02
Anomaly detection  Task analysis  Graph neural networks  Unsupervised learning  Predictive models  Pattern matching  Training  Anomaly detection  attributed networks  contrastive self-supervised learning  graph neural networks (GNNs)  unsupervised learning  
Reliability modeling and evaluation of lifetime delayed degradation process with nondestructive testing 期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 卷号: 208, 页码: 11
Authors:  Li, Zan;  Wang, Fengming;  Wang, Chengjie;  Hu, Qingpei;  Yu, Dan
Favorite  |  View/Download:31/0  |  Submit date:2021/04/26
Degradation process  Lifetime distribution  Delayed degradation  Crack initiation  Crack growth  
Determination and estimation of optimal quarantine duration for infectious diseases with application to data analysis of COVID-19 期刊论文
BIOMETRICS, 2021, 页码: 10
Authors:  Wang, Ruoyu;  Wang, Qihua
Favorite  |  View/Download:45/0  |  Submit date:2021/04/26
incubation period  kernel estimation  maximum likelihood  optimal solution  probability constraint  statistical modeling  
Personalized optimization and its implementation in computer experiments 期刊论文
IISE TRANSACTIONS, 2019, 页码: 9
Authors:  Xiong, Shifeng
Favorite  |  View/Download:48/0  |  Submit date:2020/01/10
Environmental variable  expected improvement  Kriging  personalized decision  robust optimization  sequential design  
A Mallows-Type Model Averaging Estimator for the Varying-Coefficient Partially Linear Model 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 882-892
Authors:  Zhu, Rong;  Wan, Alan T. K.;  Zhang, Xinyu;  Zou, Guohua
Favorite  |  View/Download:47/0  |  Submit date:2020/01/10
Asymptotic optimality  Heteroscedasticity  Mallows criterion  Model averaging  Varying-coefficient partially linear model  
A semiparametric additive rate model for a modulated renewal process 期刊论文
LIFETIME DATA ANALYSIS, 2018, 卷号: 24, 期号: 4, 页码: 675-698
Authors:  Chen, Xin;  Ding, Jieli;  Sun, Liuquan
Favorite  |  View/Download:76/0  |  Submit date:2019/03/05
Additive rate model  Block bootstrap  Estimating equation  Mixing condition  Modulated renewal process  Recurrent event data  
An empirical investigation and theoretic modeling for the collective online visiting behaviors 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 卷号: 503, 页码: 969-980
Authors:  Li Zhenpeng;  Tang Xijin;  Zhou Haijun;  Yan, Donghui
Favorite  |  View/Download:48/0  |  Submit date:2019/01/11
Sensation-stimulus law  Geometric Brownian motion  Log-normal distribution  Collective novelty decaying  Power law  
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
Authors:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
Favorite  |  View/Download:70/0  |  Submit date:2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity