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Review and revamp of compositional data transformation: A new framework combining proportion conversion and contrast transformation.

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第一作者： Yiqian,Zhang

第一单位： Department of Population and Quantitative Health Sciences, Case Western Reserve University, 2109 Adelbert Rd, Cleveland, 44106, OH, USA.;Department of Statistics, University of Illinois Urbana-Champaign, 605 E. Springfield Ave., Champaign, 61820, IL, USA.

作者： Yiqian,Zhang ^[1] ; Jonas,Schluter ^[2] ; Lijun,Zhang ^[3] ; Xuan,Cao ^[4] ; Robert R,Jenq ^[5] ; Hao,Feng ^[3] ; Jonathan,Haines ^[3] ; Liangliang,Zhang ^[6]

作者单位： Department of Population and Quantitative Health Sciences, Case Western Reserve University, 2109 Adelbert Rd, Cleveland, 44106, OH, USA.;Department of Statistics, University of Illinois Urbana-Champaign, 605 E. Springfield Ave., Champaign, 61820, IL, USA. ^[1] Institute for Systems Genetics, Department of Microbiology, New York University Grossman School of Medicine, 435 East 30th Street, New York, 10016, NY, USA. ^[2] Department of Population and Quantitative Health Sciences, Case Western Reserve University, 2109 Adelbert Rd, Cleveland, 44106, OH, USA. ^[3] Division of Statistics and Data Science, Department of Mathematical Sciences, University of Cincinnati, 2815 Commons Way, Cincinnati, 45219, OH, USA. ^[4] Department of Hematology & Hematopoietic Cell Transplantation, City of Hope, 1500 East Duarte Road, Duarte, 91010, CA, USA. ^[5] Department of Population and Quantitative Health Sciences, Case Western Reserve University, 2109 Adelbert Rd, Cleveland, 44106, OH, USA.;Case Comprehensive Cancer Center, 2103 Cornell Road, Cleveland, 44106, OH, USA. ^[6]

关键词 Compositional data analysis Contrast transformation Conversion Microbiome Relative abundance Zero inflation

DOI 10.1016/j.csbj.2024.11.003

PMID 39624165

发布时间 2026-05-09

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