We provide a new statistical algorithm and software package called 'eigen-R(2)' for dissecting the variation of a high-dimensional biological dataset with respect to other measured variables of interest. We apply eigen-R(2) to two real-life examples and compare it with simply averaging R(2) over many features.
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Tianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R ChinaTianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Zhang, Haixiang
Zheng, Yinan
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Zheng, Yinan
Zhang, Zhou
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Zhang, Zhou
Gao, Tao
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Gao, Tao
Joyce, Brian
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Joyce, Brian
Yoon, Grace
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Northwestern Univ, Dept Stat, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Yoon, Grace
Zhang, Wei
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Zhang, Wei
Schwartz, Joel
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Harvard Univ, Dept Environm Hlth, Boston, MA 02115 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Schwartz, Joel
Just, Allan
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Icahn Sch Med Mt Sinai, Dept Prevent Med, New York, NY 10029 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Just, Allan
Colicino, Elena
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Harvard Univ, Dept Environm Hlth, Boston, MA 02115 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Colicino, Elena
Vokonas, Pantel
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Vet Affairs Boston Healthcare Syst, Boston, MA 02118 USA
Boston Univ, Sch Med, VA Normat Aging Study, Boston, MA 02118 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Vokonas, Pantel
Zhao, Lihui
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Zhao, Lihui
Lv, Jinchi
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Univ Southern Calif, Data Sci & Operat Dept, Los Angeles, CA 90089 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Lv, Jinchi
Baccarelli, Andrea
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Harvard Univ, Dept Environm Hlth, Boston, MA 02115 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Baccarelli, Andrea
Hou, Lifang
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
Hou, Lifang
Liu, Lei
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Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USATianjin Univ, Ctr Appl Math, Tianjin 300072, Peoples R China
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Urban Inst, Income & Benefits Policy Ctr, 500 Enfant Plaza SW, Washington, DC 20024 USAUrban Inst, Income & Benefits Policy Ctr, 500 Enfant Plaza SW, Washington, DC 20024 USA
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Univ Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Mexico City 09340, DF, Mexico
Univ Nacl Autonoma Mexico, Fac Ingn, Mexico City, DF, MexicoUniv Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Mexico City 09340, DF, Mexico
Alvarez-Ramirez, Jose
Echeverria, Juan C.
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Univ Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Mexico City 09340, DF, MexicoUniv Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Mexico City 09340, DF, Mexico
Echeverria, Juan C.
Rodriguez, Eduardo
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Univ Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Mexico City 09340, DF, MexicoUniv Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Mexico City 09340, DF, Mexico
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Virginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USAVirginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USA
Archer, Kellie J.
Hou, Jiayi
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Univ Calif San Diego, Clin & Translat Res Inst, San Diego, CA USAVirginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USA
Hou, Jiayi
Zhou, Qing
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Virginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USAVirginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USA
Zhou, Qing
Ferber, Kyle
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Virginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USAVirginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USA
Ferber, Kyle
Layne, John G.
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机构:
Virginia Commonwealth Univ, Ctr Study Biol Complex, Richmond, VA USAVirginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USA
Layne, John G.
Gentry, Amanda E.
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Virginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USAVirginia Commonwealth Univ, Dept Biostat, Med Coll Virginia Campus, Richmond, VA 23284 USA