复杂结构的超高维生物医学数据的统计建模方法

11528102
2015
A0402.统计推断与统计计算
Yi Li
海外及港澳学者合作研究基金
教授
西南财经大学
18万元
变量选择；模型选择；结构降维；非参数统计
2016-01至2017-12
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Conditional screening for ultra-high dimensional covariates with survival outcomes 期刊论文 Hyokyoung G. Hong;Jian Kang;Yi Li
2 Genetic Variants in the Genes Encoding Rho GTPases and Related Regulators Predict Cutaneous Melanoma-specific Survival 期刊论文 Shun Liu;Yanru Wang;William Xue;Hongliang Liu;Yinghui Xu;Qiong Shi;Wenting Wu;Dakai Zhu;Christopher I. Amos;Shenying Fang;Jeffrey E . Lee;Terry Hyslop;Yi Li;Jiali Han;Qingyi Wei
3 Concordance measure-based feature screening and variable selection 期刊论文 Yunbei Ma;Yi Li;Huazhen Lin();Yi Li
4 Modeling Time-varying Effects with Large-scale Survival Data: An Efficient Quasi-Newton Approach 期刊论文 Kevin He;Yuan Yang;Yanming Li;Ji Zhu;Yi Li
5 A SEMIPARAMETRICALLY EFFICIENT ESTIMATOR OF SINGLE-INDEX VARYING COEFFICIENT COX PROPORTIONAL HAZARDS MODELS 期刊论文 Lin Huazhen()();Tan Ming T.;Li Yi
6 GENERALIZED PARTIAL LINEAR MODEL WITH UNKNOWN LINK AND UNKNOWN BASELINE FUNCTIONS FOR LONGITUDINAL DATA 期刊论文 Huazhen Lin，Ling Zhou，Binhuan Wang
7 Integrated Powered Density: Screening Ultrahigh Dimensional Covariates with Survival Outcomes 期刊论文 Hyokyoung G. Hong;Xuerong Chen;David C. Christiani;Yi Li
8 ORACLE INEQUALITIES FOR SPARSE ADDITIVE QUANTILE REGRESSION IN REPRODUCING KERNEL 期刊论文 Shaogao Lv，Huazhen Lin，Heng Lian，Jian Huang
9 Partition based ultrahigh dimensional variable screening 期刊论文 JIAN KANG;HYOKYOUNG G. HONG;YI LI
10 Efficient estimation and computation for the generalised additive models with unknown link function 期刊论文 Huazhen Lin，Lixian Pan，Shaogao Lv，Wenyang Zhang
11 False discovery control for penalized variable selections with high-dimensional 期刊论文 Kevin He;Xiang Zhou;Hui Jiang;Xiaoquan Wen;Yi Li
12 A Semiparametrically Efficient Estimator of the Time-Varying Effects for Survival Data with Time-Dependent Treatment 期刊论文 Lin Huazhen()();Fei Zhe;Li Yi
13 Feature selection of ultrahigh-dimensional covariates with survival outcomes: a selective review 期刊论文 HONG Hyokyoung Grace;Yi Li
14 Efficient estimation of the nonparametric mean and covariance functions for longitudinal and sparse functional data 期刊论文 Ling Zhou;Huazhen Lin();Hua Liang
15 Component-wise gradient boosting and false discovery control in survival analysis with high-dimensional covariates 期刊论文 He Kevin;Li Yanming;Zhu Ji;Liu Hongliang;Lee Jeffrey E.;Amos Christopher I.;Hyslop Terry;Jin Jiashun;Lin Huazhen;Wei Qinyi;Li Yi
16 Rhabdomyolysis induced AKI via the regulation of endoplasmic reticulum stress and oxidative stress in PTECs 期刊论文 Yuying Feng;Liang Ma;Linfeng Liu;Hyokyoung Grace Hong;Xuemei Zhang;Fan Guo;Rongshuang Huang;Min Shi;Yi Li;Ling Zhang;Ping Fu
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