Variability in the analysis of a single neuroimaging dataset by many teams

Data analysis workflows in many scientific domains have become increasingly complex and flexible. Here we assess the effect of this flexibility on the results of functional magnetic resonance imaging by asking 70 independent teams to analyse the same dataset, testing the same 9 ex-ante hypotheses 1...

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Bibliographic Details
Published in:	Nature (London) Vol. 582; no. 7810; pp. 84 - 88
Main Authors:	Botvinik-Nezer, Rotem, Holzmeister, Felix, Camerer, Colin F., Dreber, Anna, Johannesson, Magnus, Kirchler, Michael, Iwanir, Roni, Avesani, Paolo, Baczkowski, Blazej M., Bakst, Leah, Ball, Sheryl, Bault, Nadège, Beaton, Derek, Berkers, Ruud M. W. J., Biswal, Bharat B., Bortolini, Tiago, Bowring, Alexander, Braem, Senne, Brooks, Hayley R., Brudner, Emily G., Calderon, Cristian B., Camilleri, Julia A., Castrellon, Jaime J., Dadi, Kamalaker, Davis, Charles P., Luca, Alberto De, Delgado, Mauricio R., Demetriou, Lysia, Dennison, Jeffrey B., Dickie, Erin W., Dobryakova, Ekaterina, Dukart, Juergen, Duncan, Niall W., Fricke, G. Matthew, Fu, Shiguang, Genon, Sarah, Glatard, Tristan, Golowin, Sergej A. E., Gorgolewski, Krzysztof J., Guassi Moreira, João F., Harry, Bronson B., Herholz, Peer, Herman, Gabrielle, Hoffstaedter, Felix, Huettel, Scott A., Hughes, Matthew E., Iordan, Alexandru D., Isager, Peder M., Isik, Ayse I., Joseph, Michael J. E., Juliano, Anthony C., Kassinopoulos, Michalis, Koba, Cemal, Koscik, Timothy R., Kuhl, Brice A., Lauharatanahirun, Nina, Lee, Hongmi, Leemans, Alexander, Li, Monica Y. C., Liphardt, Schuyler W., Losecaat Vermeer, Annabel B., Mack, Michael L., Malpica, Norberto, Melero, Helena, Meyer, Benjamin, Meyer, Kristin N., Mihai, Glad, Nilsonne, Gustav, Notter, Michael P., Onicas, Adrian I., Papale, Paolo, Pérez, Alexandre, Pischedda, Doris, Reynolds, Richard C., Ricciardi, Emiliano, Rieck, Jenny R., Schlichting, Margaret L., Sheridan, Margaret A., Skagerlund, Kenny, Smith, Alec, Sokol-Hessner, Peter, Tashjian, Sarah M., Tisdall, Loreen, Tozzi, Leonardo, Turella, Luca, Vijayarajah, Sagana, Weeda, Wouter D., White, David J., Wisniewski, David, Xifra-Porxas, Alba, Yearling, Emily A., Yoon, Sangsuk, Yuan, Rui, Yuen, Kenneth S. L., Zhang, Lei, Zhang, Xu, Zosky, Joshua E., Nichols, Thomas E., Poldrack, Russell A., Schonberg, Tom
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 04.06.2020 Nature Publishing Group
Subjects:	59/36 59/57 631/378/2649/1409 631/477/2811 706/648 706/689/2788 Brain - diagnostic imaging Brain - physiology Brain mapping Brain research Cognitive science Correlation analysis Data Analysis Data Science - methods Data Science - standards Datasets Datasets as Topic - statistics & numerical data Electronic data processing Female Flexibility Functional magnetic resonance imaging Functional Neuroimaging Humanities and Social Sciences Humans Image processing Logistic Models Magnetic resonance Magnetic Resonance Imaging Male Mathematical analysis Medical imaging Meta-Analysis as Topic Methods Models, Neurological multidisciplinary Neuroimaging Neuroscience Neurosciences & behavior Neurosciences & comportement Prediction markets Psychology psykologi Reproducibility of Results Research Personnel - organization & administration Research Personnel - standards Researchers Science Science (multidisciplinary) Sciences sociales & comportementales, psychologie Social & behavioral sciences, psychology Software Software packages Teams Technology application Variability Israel
ISSN:	0028-0836, 1476-4687, 1476-4687
Online Access:	Get full text
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