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Open Access

Peer-reviewed

Research Article

Factors Influencing the Statistical Power of Complex Data Analysis Protocols for Molecular Signature Development from Microarray Data

  • Constantin F. Aliferis ,

    constantin.aliferis@nyumc.org

    Affiliations Center of Health Informatics and Bioinformatics, New York University, New York, New York, United States of America, Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Biostatistics, Vanderbilt University, Nashville, Tennessee, United States of America

    ⨯
  • Alexander Statnikov,

    Affiliation Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee, United States of America

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  • Ioannis Tsamardinos,

    Affiliations Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Computer Science, University of Crete, Iraklio, Greece

    ⨯
  • Jonathan S. Schildcrout,

    Affiliation Department of Biostatistics, Vanderbilt University, Nashville, Tennessee, United States of America

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  • Bryan E. Shepherd,

    Affiliation Department of Biostatistics, Vanderbilt University, Nashville, Tennessee, United States of America

    ⨯
  • Frank E. Harrell Jr.

    Affiliation Department of Biostatistics, Vanderbilt University, Nashville, Tennessee, United States of America

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