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Improving network inference: The impact of false positive and false negative conclusions about the presence or absence of links.

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第一作者： Gloria,Cecchini

第一单位： Institute for Complex Systems and Mathematical Biology, University of Aberdeen, Meston Building, Meston Walk, Aberdeen AB24 3UE, United Kingdom; Institute of Physics and Astronomy, University of Potsdam, Campus Golm, Karl-Liebknecht-Straße 24/25, 14476 Potsdam-Golm, Germany. Electronic address: gloria.cecchini@abdn.ac.uk.

作者： Gloria,Cecchini ^[1] ; Marco,Thiel ^[2] ; Björn,Schelter ^[3] ; Linda,Sommerlade ^[4]

作者单位： Institute for Complex Systems and Mathematical Biology, University of Aberdeen, Meston Building, Meston Walk, Aberdeen AB24 3UE, United Kingdom; Institute of Physics and Astronomy, University of Potsdam, Campus Golm, Karl-Liebknecht-Straße 24/25, 14476 Potsdam-Golm, Germany. Electronic address: gloria.cecchini@abdn.ac.uk. ^[1] Institute for Complex Systems and Mathematical Biology, University of Aberdeen, Meston Building, Meston Walk, Aberdeen AB24 3UE, United Kingdom. Electronic address: m.thiel@abdn.ac.uk. ^[2] Institute for Complex Systems and Mathematical Biology, University of Aberdeen, Meston Building, Meston Walk, Aberdeen AB24 3UE, United Kingdom. Electronic address: b.schelter@abdn.ac.uk. ^[3] Institute for Complex Systems and Mathematical Biology, University of Aberdeen, Meston Building, Meston Walk, Aberdeen AB24 3UE, United Kingdom. Electronic address: l.sommerlade@abdn.ac.uk. ^[4]

关键词 False negative False positive Network inference Node degree distribution Statistical inference

医学主题词算法(Algorithms);计算机模拟(Computer Simulation);假阴性反应(False Negative Reactions);假阳性反应(False Positive Reactions);人类(Humans);系统生物学(Systems Biology)

DOI 10.1016/j.jneumeth.2018.06.011

PMID 29959000

发布时间 2019-10-15

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