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Variable selection with P-splines in functional linear regression: Application in graft-versus-host disease.

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第一作者： M Carmen,Aguilera-Morillo

第一单位： Department of Applied Statistics and Operations Research and Quality, Universitat Poltècnica de València, Valencia, Spain.;uc3m-Santander Big Data Institute, Madrid, Spain.

作者： M Carmen,Aguilera-Morillo ^[1] ; Ismael,Buño ^[2] ; Rosa E,Lillo ^[3] ; Juan,Romo ^[4]

作者单位： Department of Applied Statistics and Operations Research and Quality, Universitat Poltècnica de València, Valencia, Spain.;uc3m-Santander Big Data Institute, Madrid, Spain. ^[1] Department of Hematology, Gregorio Marañón General University Hospital, Madrid, Spain.;Genomics Unit, Gregorio Marañón General University Hospital, Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain. ^[2] uc3m-Santander Big Data Institute, Madrid, Spain.;Department of Statistics, Universidad Carlos III de Madrid, Madrid, Spain. ^[3] Department of Statistics, Universidad Carlos III de Madrid, Madrid, Spain. ^[4]

关键词 LASSO P-splines function-on-scalar regression variable selection

医学主题词计算机模拟(Computer Simulation);移植物抗宿主病(Graft vs Host Disease);造血干细胞移植(Hematopoietic Stem Cell Transplantation);人类(Humans);最小二乘法分析(Least-Squares Analysis);线性模型(Linear Models)

DOI 10.1002/bimj.201900189

PMID 32520420

发布时间 2021-09-08

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