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Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
Authors:  Heng, Jiani;  Hong, Yongmiao;  Hu, Jianming;  Wang, Shouyang
Favorite  |  View/Download:7/0  |  Submit date:2022/04/02
Probabilistic and deterministic wind speed  forecasting  Wind characteristic information  Probability density functions  Generalized Gaussian process  Pseudo-Likelihood  
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:12/0  |  Submit date:2022/04/02
EM algorithm  Gaussian process interpolation  nonparametric density estimation  passenger flow  spline  
A class of weighted estimating equations for additive hazard models with covariates missing at random 期刊论文
SCIENCE CHINA-MATHEMATICS, 2021, 页码: 20
Authors:  Jin, Jin;  Ye, Peng;  Sun, Liuquan
Favorite  |  View/Download:23/0  |  Submit date:2021/10/26
additive hazard model  censored data  kernel smoothing  missing at random  weighted estimating equation  
Reducing Simulation Input-Model Risk via Input Model Averaging 期刊论文
INFORMS JOURNAL ON COMPUTING, 2021, 卷号: 33, 期号: 2, 页码: 672-684
Authors:  Nelson, Barry L.;  Wan, Alan T. K.;  Zou, Guohua;  Zhang, Xinyu;  Jiang, Xi
Favorite  |  View/Download:17/0  |  Submit date:2021/10/26
input modeling  stochastic simulation  input uncertainty  
A beyond multiple robust approach for missing response problem 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 卷号: 155, 页码: 13
Authors:  Wang, Qihua;  Su, Miaomiao;  Wang, Ruoyu
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Model misspecification  Curse of dimension  Inverse probability weight  Imputation  
Estimation of Partially Linear Panel Data Models with Cross-Sectional Dependence 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 12
Authors:  Huang, Bai;  Sun, Yuying;  Wang, Shouyang
Favorite  |  View/Download:29/0  |  Submit date:2021/04/26
Common correlated effects  common factors  cross-sectional dependence  panel data  semi-parametric estimation  
NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
Authors:  Xiong, Jiankang;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
Favorite  |  View/Download:38/0  |  Submit date:2021/01/14
single-cell RNA sequencing  elastic embedding  neural networks  large-scale  stochastic optimization  parametric models  generalizable models  
Comparative studies on the adequacy check of parametric measurement error models with auxiliary variable 期刊论文
STATISTICAL PAPERS, 2020, 页码: 29
Authors:  Sun, Zhihua;  Luo, Dongshan;  Zhou, Xiaohua;  Zhang, Qingzhao
Favorite  |  View/Download:34/0  |  Submit date:2020/05/24
Weighted integrated squared distance test  U-statistic test  Empirical process based test  Power comparisons  Measurement error  
基于时变模型平均方法的我国航空客运量预测 期刊论文
系统工程理论与实践, 2020, 卷号: 40, 期号: 6, 页码: 1509-1519
Authors:  张健;  孙玉莹;  张新雨;  汪寿阳
Favorite  |  View/Download:67/0  |  Submit date:2021/01/14
air passengers  time-varying model average  non-parametric estimation  time-varying weights  time-varying parameter predictive models  航空客运量  时变模型平均  非参数估计  时变权重  时变参数预测模型  
Semi-parametric small area inference in generalized semi-varying coefficient mixed effects models 期刊论文
STATISTICAL PAPERS, 2019, 卷号: 60, 期号: 4, 页码: 1039-1058
Authors:  Hu, Xuemei;  Yang, Weiming
Favorite  |  View/Download:47/0  |  Submit date:2020/01/10
Semi-parametric inference  Mixed effects models  Bootstrap  Generalized semi-varying coefficient mixed effects models  Longitudinal data