Statistically Controlling for Confounding Constructs Is Harder than You Think. by Jacob Westfall, Tal Yarkoni

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Fixing the stimulus-as-fixed-effect fallacy in task fMRI [version 2; referees: 1 approved, 2 approved with reservations] by Jacob Westfall, Thomas E. Nichols, Tal Yarkoni

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Interactions between donor Agreeableness and recipient characteristics in predicting charitable donation and positive social evaluation by Tal Yarkoni, Yoni K. Ashar, Tor D. Wager

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The relation between statistical power and inference in fMRI. by Henk R Cremers, Tor D Wager, Tal Yarkoni

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Bambi: A Simple Interface for Fitting Bayesian Linear Models in Python by Tomás Capretto, Camen Piho, Ravin Kumar, Jacob Westfall, Tal Yarkoni, Osvaldo A Martin

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Discovering relations between mind, brain, and mental disorders using topic mapping. by Russell A Poldrack, Jeanette A Mumford, Tom Schonberg, Donald Kalar, Bishal Barman, Tal Yarkoni

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Enhancing and Accelerating Social Science Via Automation: Challenges and Opportunities by Tal Yarkoni, Dean Eckles, James A. J. Heathers, Margaret C. Levenstein, Paul E. Smaldino, Julia Lane

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Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition. by Timothy N Rubin, Oluwasanmi Koyejo, Krzysztof J Gorgolewski, Michael N Jones, Russell A Poldrack, Tal Yarkoni

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NeuroQuery, comprehensive meta-analysis of human brain mapping by Jérôme Dockès, Russell A Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, Fabian Suchanek, Bertrand Thirion, Gaël Varoquaux

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Neuroscout, a unified platform for generalizable and reproducible fMRI research by Alejandro de la Vega, Roberta Rocca, Ross W Blair, Christopher J Markiewicz, Jeff Mentch, James D Kent, Peer Herholz, Satrajit S Ghosh, Russell A Poldrack, Tal Yarkoni

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How open science helps researchers succeed by Erin C McKiernan, Philip E Bourne, C Titus Brown, Stuart Buck, Amye Kenall, Jennifer Lin, Damon McDougall, Brian A Nosek, Karthik Ram, Courtney K Soderberg, Jeffrey R Spies, Kaitlin Thaney, Andrew Updegrove, Kara H Woo, Tal Yarkoni

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BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. by Krzysztof J Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capotă, M Mallar Chakravarty, Nathan W Churchill, Alexander Li Cohen, R Cameron Craddock, Gabriel A Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S Ghosh, J Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher J Steele, Pierre-Olivier Quirion, Robert E Smith, Stephen C Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A Poldrack

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