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Function-on-function quadratic regression models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 142, 页码: 14
Authors:  Sun, Yifan;  Wang, Qihua
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Functional data analysis  Quadratic regression  Functional principal component analysis  Test of significance  Asymptotics  
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
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Weighted integrated squared distance test  U-statistic test  Empirical process based test  Power comparisons  Measurement error  
Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 12, 页码: 2571-2590
Authors:  Liu, Xiaoqian;  Song, Xinyuan;  Zhou, Yong
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DTARCH model  quantile  weighted composite quantile regression  modified likelihood ratio test  restricted WCQR estimators  unrestricted WCQR estimators  
Influence of wastewater sludge properties on the performance of electro-osmosis dewatering 期刊论文
ENVIRONMENTAL TECHNOLOGY, 2019, 卷号: 40, 期号: 21, 页码: 2853-2863
Authors:  Bai, Hao;  Zhu, Rong;  An, Hao;  Zhou, Guoya;  Huang, Hui;  Ren, Hongqiang;  Zhang, Yan
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Wastewater sludge  electro-osmosis dewatering  sludge properties  extracellular polymeric substances  Group Lasso method  
Nonlinear vector auto-regression neural network for forecasting air passenger flow 期刊论文
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2019, 卷号: 78, 页码: 54-62
Authors:  Sun, Shaolong;  Lu, Hongxu;  Tsui, Kwok-Leung;  Wang, Shouyang
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Air passenger flow forecasting  Nonlinear vector auto-regression  Multilayer perceptron neural network  Competition over resources algorithm  Mean impact value  
Market inefficiencies associated with pricing oil stocks during shocks 期刊论文
ENERGY ECONOMICS, 2019, 卷号: 81, 页码: 661-671
Authors:  Qiao, Kenan;  Sun, Yuying;  Wang, Shouyang
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Crude oil shocks  Interval-valued factor pricing models  Market efficiency  Oil stocks  Quantile regression  
Evolutionary support vector machine for RMB exchange rate forecasting 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
Authors:  Fu, Sibao;  Li, Yongwu;  Sun, Shaolong;  Li, Hongtao
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Exchange rate forecasting  Evolutionary support vector regression  Particle swarm optimization  Genetic algorithm  Phase space reconstruction  
Application of interpretable machine learning models for the intelligent decision 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
Authors:  Li, Yawen;  Yang, Liu;  Yang, Bohan;  Wang, Ning;  Wu, Tian
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Machine learning  XGBoost  R&D investments  Firm size  Innovation performance  
Asymmetric pass-through of oil prices to gasoline prices with interval time series modelling 期刊论文
ENERGY ECONOMICS, 2019, 卷号: 78, 页码: 165-173
Authors:  Sun, Yuying;  Zhang, Xun;  Hong, Yongmiao;  Wang, Shouyang
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Asymmetry  Crude oil prices  Gasoline prices  Threshold autoregressive interval-valued  regression  Volatility  
Integrating random walk and binary regression to identify novel miRNA-disease association 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 页码: 13
Authors:  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying;  Chen, Xing
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microRNA  Disease  miRNA-disease association  Random walk  Binary regression