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Gene-level association analysis of ordinal traits with functional ordinal logistic regressions 期刊论文
GENETIC EPIDEMIOLOGY, 2022, 页码: 22
Authors:  Chiu, Chi-Yang;  Wang, Shuqi;  Zhang, Bingsong;  Luo, Yutong;  Simpson, Claire;  Zhang, Wei;  Wilson, Alexander F.;  Bailey-Wilson, Joan E.;  Agron, Elvira;  Chew, Emily Y.;  Zhang, Jun;  Xiong, Momiao;  Fan, Ruzong
Favorite  |  View/Download:22/0  |  Submit date:2022/06/21
association mapping  complex disease  functional data analysis  ordinal traits  rare variants  sequence data  
Surrogate space based dimension reduction for nonignorable nonresponse 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 18
Authors:  Deng, Jianqiu;  Yang, Xiaojie;  Wang, Qihua
Favorite  |  View/Download:47/0  |  Submit date:2022/04/02
Sufficient dimension reduction  Nonignorable nonresponse  Cumulative mean estimation  Exponential tilting model  Regression calibration  Surrogate subspace  
RegScaf: a regression approach to scaffolding 期刊论文
BIOINFORMATICS, 2022, 页码: 8
Authors:  Li, Mengtian;  Li, Lei M.
Favorite  |  View/Download:12/0  |  Submit date:2022/06/21
Optimal model averaging for divergent-dimensional Poisson regressions 期刊论文
ECONOMETRIC REVIEWS, 2022, 页码: 31
Authors:  Zou, Jiahui;  Wang, Wendun;  Zhang, Xinyu;  Zou, Guohua
Favorite  |  View/Download:33/0  |  Submit date:2022/04/29
Asymptotic optimality  consistency  divergent dimension  model averaging  Poisson regression  
Kernel Averaging Estimators 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2021, 页码: 13
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wan, Alan T. K.;  Zou, Guohua
Favorite  |  View/Download:40/0  |  Submit date:2022/04/02
Asymptotic optimality  Cross-validation  Kernel estimation  Model average  Nonparametric regression  
A model-averaging treatment of multiple instruments in Poisson models with errors 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 26
Authors:  Zhang, Xiaomeng;  Zhang, Xinyu;  Ma, Yanyuan
Favorite  |  View/Download:41/0  |  Submit date:2022/04/02
Count response  error in variable  instrumental variable  measurement error  minimum risk  model averaging  Poisson regression  prediction optimality  
Estimation of Real-World Fuel Consumption Rate of Light-Duty Vehicles Based on the Records Reported by Vehicle Owners 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 23, 页码: 19
Authors:  Zeng, Isabella Yunfei;  Tan, Shiqi;  Xiong, Jianliang;  Ding, Xuesong;  Li, Yawen;  Wu, Tian
Favorite  |  View/Download:28/0  |  Submit date:2022/04/02
real-world fuel consumption rate  machine learning  big data  light-duty vehicle  China  
Linear screening for high-dimensional computer experiments 期刊论文
STAT, 2021, 卷号: 10, 期号: 1, 页码: 9
Authors:  Li, Chunya;  Chen, Daijun;  Xiong, Shifeng
Favorite  |  View/Download:32/0  |  Submit date:2022/04/02
best linear approximation  best subset regression  nonlinear model  sure independence screening  
Identifying phenotype-associated subpopulations by integrating bulk and single-cell sequencing data 期刊论文
NATURE BIOTECHNOLOGY, 2021, 页码: 18
Authors:  Sun, Duanchen;  Guan, Xiangnan;  Moran, Amy E.;  Wu, Ling-Yun;  Qian, David Z.;  Schedin, Pepper;  Dai, Mu-Shui;  Danilov, Alexey, V;  Alumkal, Joshi J.;  Adey, Andrew C.;  Spellman, Paul T.;  Xia, Zheng
Favorite  |  View/Download:49/0  |  Submit date:2022/04/02
Jackknife model averaging for high-dimensional quantile regression 期刊论文
BIOMETRICS, 2021, 页码: 12
Authors:  Wang, Miaomiao;  Zhang, Xinyu;  Wan, Alan T. K.;  You, Kang;  Zou, Guohua
Favorite  |  View/Download:39/0  |  Submit date:2022/04/02
asymptotic optimality  high-dimensional quantile regression  marginal quantile utility  model averaging