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Forecasting crude oil price with multilingual search engine data 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:  Li, Jingjing;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：181/0  |  提交时间：2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
The influencing mechanism of multi-factors on green investments: A hybrid analysis 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 239, 页码: 12
作者:  Du, Helen S.;  Zhan, Baoqiang;  Xu, Jiahong;  Yang, Xiaoguang
收藏  |  浏览/下载：182/0  |  提交时间：2020/01/10
Green investments  Multi-factors  LDA topic model  Spatial econometric  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：187/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Parsimonious Model Averaging With a Diverging Number of Parameters 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 页码: 13
作者:  Zhang, Xinyu;  Zou, Guohua;  Liang, Hua;  Carroll, Raymond J.
收藏  |  浏览/下载：180/0  |  提交时间：2020/01/10
Asymptotic optimality  Frequentist model averaging  Jackknife model averaging  Mallows model averaging  Parsimony  
A theoretic study of a distance-based regression model 期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 5, 页码: 979-998
作者:  Li, Jialu;  Zhang, Wei;  Zhang, Sanguo;  Li, Qizhai
收藏  |  浏览/下载：170/0  |  提交时间：2020/01/10
distance-based regression  Euclidean  pseudo F test statistic  Mahalanobis  
The cis-trans binding strength defined by motif frequencies facilitates statistical inference of transcriptional regulation 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 页码: 11
作者:  Feng, Yance;  Zhang, Sheng;  Li, Liang;  Li, Lei M.
收藏  |  浏览/下载：166/0  |  提交时间：2019/10/28
BASE  Statistical inference  Transcriptional regulation  PUFA  DHA  EPA  Binding strength  
A Mallows-Type Model Averaging Estimator for the Varying-Coefficient Partially Linear Model 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 882-892
作者:  Zhu, Rong;  Wan, Alan T. K.;  Zhang, Xinyu;  Zou, Guohua
收藏  |  浏览/下载：202/0  |  提交时间：2020/01/10
Asymptotic optimality  Heteroscedasticity  Mallows criterion  Model averaging  Varying-coefficient partially linear model  
A powerful test for ordinal trait genetic association analysis 期刊论文
STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY, 2019, 卷号: 18, 期号: 2, 页码: 9
作者:  Xue, Yuan;  Wang, Jinjuan;  Ding, Juan;  Zhang, Sanguo;  Li, Qizhai
收藏  |  浏览/下载：168/0  |  提交时间：2020/01/10
ordinal response  power  proportional odds model  response selective sampling  
Frequentist model averaging for threshold models 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 2, 页码: 275-306
作者:  Gao, Yan;  Zhang, Xinyu;  Wang, Shouyang;  Chong, Terence Tai-leung;  Zou, Guohua
收藏  |  浏览/下载：198/0  |  提交时间：2019/04/02
Asymptotic optimality  Generalized cross-validation  Model averaging  Threshold model  
Robust climate change research: a review on multi-model analysis 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 卷号: 14, 期号: 3, 页码: 23
作者:  Duan, Hongbo;  Zhang, Gupeng;  Wang, Shouyang;  Fan, Ying
收藏  |  浏览/下载：190/0  |  提交时间：2019/04/02
multi-model study  robust climate policy  integrated assessment model  climate models  survey