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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Conformalized temporal convolutional quantile regression networks for wind power interval forecasting
期刊论文
ENERGY, 2022, 卷号: 248, 页码: 16
Authors:
Hu, Jianming
;
Luo, Qingxi
;
Tang, Jingwei
;
Heng, Jiani
;
Deng, Yuwen
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View/Download:19/0
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Submit date:2023/02/07
Wind power interval prediction
Temporal convolutional network
Conformalized quantile regression
SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA
期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
Authors:
Qu, Lianqiang
;
Hao, Meiling
;
Sun, Liuquan
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View/Download:87/0
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Submit date:2022/04/02
Quantile regression
sparsity
ultrahigh-dimensional data
variable screening
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
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View/Download:80/0
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Submit date:2022/04/02
asymptotic optimality
high-dimensional quantile regression
marginal quantile utility
model averaging
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
Authors:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
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View/Download:99/0
  |  
Submit date:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
Quantile Regression under Local Misspecification
期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 4, 页码: 790-802
Authors:
Duan, Xiao-gang
;
Wang, Qi-hua
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View/Download:118/0
  |  
Submit date:2021/04/26
frequentist model averaging
focus information criterion
local framework
quantile regression
The heterogeneous effect of socioeconomic driving factors on PM2.5 in China's 30 province-level administrative regions: Evidence from Bayesian hierarchical spatial quantile regression
期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 264, 页码: 10
Authors:
Zou, Qingrong
;
Shi, Jian
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View/Download:97/0
  |  
Submit date:2020/09/23
Quantile regression
Spatial method
Bayesian inference
PM2.5 pollution
Socioeconomic factors
Quantile regression in big data: A divide and conquer based strategy
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
Authors:
Chen, Lanjue
;
Zhou, Yong
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View/Download:120/0
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Submit date:2020/05/24
Data stream
Divide and conquer
Estimating equation
Massive data sets
Quantile regression
Accelerated fading recognition for lithium-ion batteries with Nickel-Cobalt-Manganese cathode using quantile regression method
期刊论文
APPLIED ENERGY, 2019, 卷号: 256, 页码: 10
Authors:
Zhang, Caiping
;
Wang, Yubin
;
Gao, Yang
;
Wang, Fang
;
Mu, Biqiang
;
Zhang, Weige
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View/Download:102/0
  |  
Submit date:2020/05/24
Nickel-Cobalt-Manganese lithium-ion battery
Accelerated aging
Sudden degradation
Recognition
Quantile regression
Thekth power expectile regression
期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 页码: 31
Authors:
Jiang, Yingying
;
Lin, Fuming
;
Zhou, Yong
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View/Download:101/0
  |  
Submit date:2020/09/23
Asymptotic variance
Thekth power expectile
Expectiles
Quantiles
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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View/Download:133/0
  |  
Submit date:2020/05/24
DTARCH model
quantile
weighted composite quantile regression
modified likelihood ratio test
restricted WCQR estimators
unrestricted WCQR estimators