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Best Practices in Data Analysis and Sharing in ...

Best Practices in Data Analysis and Sharing in Neuroimaging using MRI Thomas E. Nichols 1, *, Samir Das 2 , Simon B. Eickhoff 3 , Alan C. Evans 2 , Tristan Glatard 2 , Michael Hanke 4 , Nikolaus Kriegeskorte 5 , Michael P. Milham 6 , Russell A. Poldrack 7 , Jean Baptiste Poline 8 , Erika Proal 9 , Bertrand Thirion 10 , David C. Van Essen 11 , Tonya White 12 , Thomas Yeo 13 1 University of Warwick 2 McGillUniversity 3 Heinrich-Heine UniversityD sseldorf 4 Otto-von-Guericke-University Magdeburg 5 MRC Cognition and Brain SciencesUnit 6 Child Mind Institute 7 Stanford University 8 University of California, Berkeley 9 Instituto Nacional de Psiquiatr a Ram n de la Fuente Mu iz &Neuroingenia 10 Inria, Paris-SaclayUniversity 11 Washington University in 12 Erasmus University Medical Center 13 National University of Singapore.

1. Introduction In many areas of science and in the public sphere there are growing concerns about the reproducibilityofpublishedresearch ...

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