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Average Estimation of Semiparametric Models for High-Dimensional Longitudinal Data被引量：5
《Journal of Systems Science & Complexity》2020年第6期2013-2047,共35页ZHAO Zhihao ZOU Guohua 
the Ministry of Science and Technology of China under Grant No.2016YFB0502301;Academy for Multidisciplinary Studies of Capital Normal University,and the National Natural Science Foundation of China under Grant Nos.11971323 and 11529101。
Model average receives much attention in recent years.This paper considers the semiparametric model averaging for high-dimensional longitudinal data.To minimize the prediction error,the authors estimate the model weig...
关键词：Asymptotic optimality high-dimensional longitudinal data leave-subject-out cross-validation model averaging semiparametric models 
Preleukemic stem cells:leave it or not?
《Blood Science》2020年第2期54-58,共5页Minhua Su Hui Cheng Tao Cheng 
This work was supported by grants from the Ministry of Science and Technology of China(2016YFA0100600,2017YFA0103400);the National Natural Science Foundation of China(81861148029,81730006,81922002,81870086);CAMS Initiative for Innovative Medicine(2019-I2M-1-006,2017-I2M-3-009).
Acute myeloid leukemia(AML)has been shown to undergo multiple acquired mutations in hematopoietic cell lineages over years before becoming clinically apparent.The early stage of AML(before it becomes clinically recogn...
关键词：Acute myeloid leukemia Age-related clonal hematopoiesis Clonal evolution Preleukemic stem cells 
Dammarane-type saponins from steamed leaves of Panax notoginseng被引量：3
《Natural Products and Bioprospecting》2011年第3期124-128,共5页Qing LIU Jun-Jiang LV Min XU Dong WANG Hong-Tao ZHU Chong-Ren YANG Ying-Jun ZHANG 
This work was supported by the 973 Program of Ministry of Science and Technology of China(2011CB915503).
Four new dammarane-type triterpenoid saponins,namely notoginsenosides SFt1-SFt4(1-4)were isolated from the steamed leaves of Panax notoginseng(Burk.)F.H.Chen(Araliaceae),together with 17 known saponins.Their structure...
关键词：Panax notoginseng steamed leave dammarane-type saponin notoginsenoside 
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