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Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 页码: 16
Authors:  Li, Jialu;  Zhang, Wan;  Wang, Peiyao;  Li, Qizhai;  Zhang, Kai;  Liu, Yufeng
Favorite  |  View/Download:79/0  |  Submit date:2023/02/07
Binary expansion  Data heterogeneity  Nonparametric statistics  SSANOVA  Sure independence screening  
Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 14
Authors:  Ma, Huijuan;  Pang, Weicai;  Sun, Liuquan;  Xu, Wei
Favorite  |  View/Download:113/0  |  Submit date:2023/02/07
additive rates model  missing at random  multivariate recurrent event data  Nadaraya-Watson kernel estimator  weighted estimating equation  
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:172/0  |  Submit date:2022/04/02
Asymptotic optimality  Cross-validation  Kernel estimation  Model average  Nonparametric regression  
Statistical estimation in passenger-to-train assignment models based on automated data 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2021, 页码: 21
Authors:  Xiong, Shifeng;  Li, Chunya;  Sun, Xuan;  Qin, Yong;  Wu, Chien-Fu Jeff
Favorite  |  View/Download:134/0  |  Submit date:2022/04/02
EM algorithm  Gaussian process interpolation  nonparametric density estimation  passenger flow  spline  
Forecasting Tourism Demand With a New Time-Varying Forecast Averaging Approach 期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 19
Authors:  Sun, Yuying;  Zhang, Jian;  Li, Xin;  Wang, Shouyang
Favorite  |  View/Download:130/0  |  Submit date:2022/04/02
forecast combination  nonparametric estimation  structural changes  tourism demand  time-varying jackknife model averaging  
Accurate AM-FM signal demodulation and separation using nonparametric regularization method 期刊论文
SIGNAL PROCESSING, 2021, 卷号: 186, 页码: 12
Authors:  Hu, Xiyuan;  Peng, Silong;  Guo, Baokui;  Xu, Pengcheng
Favorite  |  View/Download:165/0  |  Submit date:2021/10/26
Nonparametric regularization method  AM-FM signal  Null space pursuit (NSP)  Differential equation  Signal demodulation and separation  
Direct local linear estimation for Sharpe ratio function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 23
Authors:  Lin, Hongmei;  Tong, Tiejun;  Wang, Yuedong;  Xu, Wenchao;  Zhang, Riquan
Favorite  |  View/Download:144/0  |  Submit date:2022/04/02
Heteroscedasticity  local likelihood estimation  local linear regression  nonparametric regression  Sharpe ratio function  
On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime 期刊论文
BIOMETRICS, 2021, 页码: 13
Authors:  Chen, Xin;  Song, Rui;  Zhang, Jiajia;  Adams, Swann Arp;  Sun, Liuquan;  Lu, Wenbin
Favorite  |  View/Download:179/0  |  Submit date:2021/10/26
individualized treatment regime  kernel estimation  optimal treatment initiation time  time-to-event data  value function  
Testing High-Dimensional Nonparametric Behrens-Fisher Problem 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
Authors:  Meng, Zhen;  Li, Na;  Yuan, Ao
Favorite  |  View/Download:148/0  |  Submit date:2021/10/26
Cauchy combination test  nonparametric Behrens-Fisher problem  rank-based test  U-statistic  
Directional-sum test for nonparametric Behrens-Fisher problem with applications to the dietary intervention trial 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 14
Authors:  Meng, Zhen;  Yang, Qinglong;  Li, Qizhai;  Zhang, Baoxue
Favorite  |  View/Download:140/0  |  Submit date:2021/10/26
One-layer bootstrap procedure  directional-sum test  nonparametric Behrens-Fisher problem