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Functional prediction through averaging estimated functional linear regression models 期刊论文
BIOMETRIKA, 2018, 卷号: 105, 期号: 4, 页码: 945-962
作者:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
收藏  |  浏览/下载：155/0  |  提交时间：2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
An Improved Domain Decomposition Method for Drop Impact Reliability Analysis of 3-D ICs 期刊论文
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2018, 卷号: 8, 期号: 10, 页码: 1788-1799
作者:  Zhou, Hao;  Zhu, Hengliang;  Cui, Tao;  Pan, David Z.;  Zhou, Dian;  Zeng, Xuan
收藏  |  浏览/下载：170/0  |  提交时间：2018/11/16
Domain decomposition (DD)  drop test  reliability  through-silicon via (TSV)  
Portfolio selection under different attitudes in fuzzy environment 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 462, 页码: 278-289
作者:  Zhou, Xiaoyang;  Wang, Jue;  Yang, Xiangping;  Lev, Benjamin;  Tu, Yan;  Wang, Shouyang
收藏  |  浏览/下载：183/0  |  提交时间：2018/10/07
Portfolio selection  Conservative-neutral-aggressive attitude  Fuzzy variable  Value at risk, epsilon-constraint method  
Asymptotic properties and information criteria for misspecified generalized linear mixed models 期刊论文
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2018, 卷号: 80, 期号: 4, 页码: 817-836
作者:  Yu, Dalei;  Zhang, Xinyu;  Yau, Kelvin K. W.
收藏  |  浏览/下载：139/0  |  提交时间：2018/10/07
Asymptotic loss efficiency  Conditional inference  Misspecified generalized linear mixed model  Model selection  Penalized likelihood  
A semi-heterogeneous approach to combining crude oil price forecasts 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 页码: 279-292
作者:  Wang, Jue;  Li, Xiang;  Hong, Tao;  Wang, Shouyang
收藏  |  浏览/下载：236/0  |  提交时间：2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
Fuzzy Views on Black-Litterman Portfolio Selection Model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 4, 页码: 975-987
作者:  Fang, Yong;  Bo, Lin;  Zhao, Daping;  Wang, Shouyang
收藏  |  浏览/下载：162/0  |  提交时间：2018/07/30
Black-Litterman optimization  fuzzy covariance  fuzzy number  portfolio selection  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：250/0  |  提交时间：2018/07/30
Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
Model-free feature screening for ultrahigh-dimensional data conditional on some variables 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2018, 卷号: 70, 期号: 2, 页码: 283-301
作者:  Liu, Yi;  Wang, Qihua
收藏  |  浏览/下载：208/0  |  提交时间：2018/07/30
Conditional distance correlation  Feature selection  Sure screening property  High-dimensional data  
Spatial weights matrix selection and model averaging for spatial autoregressive models 期刊论文
JOURNAL OF ECONOMETRICS, 2018, 卷号: 203, 期号: 1, 页码: 1-18
作者:  Zhang, Xinyu;  Yu, Jihai
收藏  |  浏览/下载：147/0  |  提交时间：2018/07/30
Model averaging  Model selection  Spatial autoregressive  Spatial econometrics  
A model averaging approach for the ordered probit and nested logit models with applications 期刊论文
JOURNAL OF APPLIED STATISTICS, 2018, 卷号: 45, 期号: 16, 页码: 3012-3052
作者:  Chen, Longmei;  Wan, Alan T. K.;  Tso, Geoffrey;  Zhang, Xinyu
收藏  |  浏览/下载：177/0  |  提交时间：2018/11/16
Hit rate  model averaging  model selection  Monte Carlo  nested logit  ordered probit  screening