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

    Botvinik-Nezer, R; Holzmeister, F; Camerer, CF; Dreber, A; Huber, J; Johannesson, M; Kirchler, M; Iwanir, R; Mumford, JA; Adcock, RA; Avesani, P; Baczkowski, BM; Bajracharya, A; Bakst, L; Ball, S; Barilari, M; Bault, N; Beaton, D; Beitner, J; Benoit, RG; Berkers, RMWJ; Bhanji, JP; Biswal, BB; Bobadilla-Suarez, S; Bortolini, T; Bottenhorn, KL; Bowring, A; Braem, S; Brooks, HR; Brudner, EG; Calderon, CB; Camilleri, JA; Castrellon, JJ; Cecchetti, L; Cieslik, EC; Cole, ZJ; Collignon, O; Cox, RW; Cunningham, WA; Czoschke, S; Dadi, K; Davis, CP; Luca, AD; Delgado, MR; Demetriou, L; Dennison, JB; Di, X; Dickie, EW; Dobryakova, E; Donnat, CL; Dukart, J; Duncan, NW; Durnez, J; Eed, A; Eickhoff, SB; Erhart, A; Fontanesi, L; Fricke, GM; Fu, S; Galván, A; Gau, R; Genon, S; Glatard, T; Glerean, E; Goeman, JJ; Golowin, SAE; González-García, C; Gorgolewski, KJ; Grady, CL; Green, MA; Guassi Moreira, JF; Guest, O; Hakimi, S; Hamilton, JP; Hancock, R; Handjaras, G; Harry, BB; Hawco, C; Herholz, P; Herman, G; Heunis, S; Hoffstaedter, F; Hogeveen, J; Holmes, S; Hu, C-P; Huettel, SA; Hughes, ME; Iacovella, V; Iordan, AD; Isager, PM; Isik, AI; Jahn, A; Johnson, MR; Johnstone, T; Joseph, MJE; Juliano, AC; Kable, JW; Kassinopoulos, M; Koba, C; Kong, X-Z; Koscik, TR; Kucukboyaci, NE; Kuhl, BA; Kupek, S; Laird, AR; Lamm, C; Langner, R; Lauharatanahirun, N; Lee, H; Lee, S; Leemans, A; Leo, A; Lesage, E; Li, F; Li, MYC; Lim, PC; Lintz, EN; Liphardt, SW; Losecaat Vermeer, AB; Love, BC; Mack, ML; Malpica, N; Marins, T; Maumet, C; McDonald, K; McGuire, JT; Melero, H; Méndez Leal, AS; Meyer, B; Meyer, KN; Mihai, G; Mitsis, GD; Moll, J; Nielson, DM; Nilsonne, G; Notter, MP; Olivetti, E; Onicas, AI; Papale, P; Patil, KR; Peelle, JE; Pérez, A; Pischedda, D; Poline, J-B; Prystauka, Y; Ray, S; Reuter-Lorenz, PA; Reynolds, RC; Ricciardi, E; Rieck, JR; Rodriguez-Thompson, AM; Romyn, A; Salo, T; Samanez-Larkin, GR; Sanz-Morales, E; Schlichting, ML; Schultz, DH; Shen, Q; Sheridan, MA; Silvers, JA; Skagerlund, K; Smith, A; Smith, DV; Sokol-Hessner, P; Steinkamp, SR; Tashjian, SM; Thirion, B; Thorp, JN; Tinghög, G; Tisdall, L; Tompson, SH; Toro-Serey, C; Torre Tresols, JJ; Tozzi, L; Truong, V; Turella, L; van ‘t Veer, AE; Verguts, T; Vettel, JM; Vijayarajah, S; Vo, K; Wall, MB; Weeda, WD; Weis, S; White, DJ; Wisniewski, D; Xifra-Porxas, A; Yearling, EA; Yoon, S; Yuan, R; Yuen, KSL; Zhang, L; Zhang, X; Zosky, JE; Nichols, TE; Poldrack, RA; Schonberg, T (Springer Science and Business Media LLC, 2020-06-04)
    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 ...
  • Variability in the analysis of a single neuroimaging dataset by many teams (Preprint) 

    Botvinik-Nezer, R; Holzmeister, F; Camerer, CF; Dreber, A; Huber, J; Johannesson, M; Kirchler, M; Iwanir, R; Mumford, JA; Adcock, A; Avesani, P; Baczkowski, B; Bajracharya, A; Bakst, L; Ball, S; Barilari, M; Bault, N; Beaton, D; Beitner, J; Benoit, R; Berkers, R; Bhanji, J; Biswal, B; Bobadilla-Suarez, S; Bortolini, T; Bottenhorn, K; Bowring, A; Braem, S; Brooks, H; Brudner, E; Calderon, C; Camilleri, J; Castrellon, J; Cecchetti, L; Cieslik, E; Cole, Z; Collignon, O; Cox, R; Cunningham, W; Czoschke, S; Dadi, K; Davis, C; Luca, AD; Delgado, M; Demetriou, L; Dennison, J; Di, X; Dickie, E; Dobryakova, E; Donnat, C; Dukart, J; Duncan, NW; Durnez, J; Eed, A; Eickhoff, S; Erhart, A; Fontanesi, L; Fricke, GM; Galvan, A; Gau, R; Genon, S; Glatard, T; Glerean, E; Goeman, J; Golowin, S; González-García, C; Gorgolewski, K; Grady, C; Green, M; Moreira, JG; Guest, O; Hakimi, S; Hamilton, JP; Hancock, R; Handjaras, G; Harry, B; Hawco, C; Herholz, P; Herman, G; Heunis, S; Hoffstaedter, F; Hogeveen, J; Holmes, S; Hu, C; Huettel, S; Hughes, M; Iacovella, V; Iordan, A; Isager, P; Isik, AI; Jahn, A; Johnson, M; Johnstone, T; Joseph, M; Juliano, A; Kable, J; Kassinopoulos, M; Koba, C; Kong, X; Koscik, T; Kucukboyaci, NE; Kuhl, B; Kupek, S; Laird, A; Lamm, C; Langner, R; Lauharatanahirun, N; Lee, H; Lee, S; Leemans, A; Leo, A; Lesage, E; Li, F; Li, M; Lim, PC; Lintz, E; Liphardt, S; Vermeer, AL; Love, B; Mack, M; Malpica, N; Marins, T; Maumet, C; McDonald, K; McGuire, J; Melero, H; Leal, AM; Meyer, B; Meyer, K; Mihai, P; Mitsis, G; Moll, J; Nielson, D; Nilsonne, G; Notter, M; Olivetti, E; Onicas, A; Papale, P; Patil, K; Peelle, JE; Pérez, A; Pischedda, D; Poline, J; Prystauka, Y; Ray, S; Reuter-Lorenz, P; Reynolds, R; Ricciardi, E; Rieck, J; Rodriguez-Thompson, A; Romyn, A; Salo, T; Samanez-Larkin, G; Sanz-Morales, E; Schlichting, M; Schultz, D; Shen, Q; Sheridan, M; Shiguang, F; Silvers, J; Skagerlund, K; Smith, A; Smith, D; Sokol-Hessner, P; Steinkamp, S; Tashjian, S; Thirion, B; Thorp, J; Tinghög, G; Tisdall, L; Tompson, S; Toro-Serey, C; Torre, J; Tozzi, L; Truong, V; Turella, L; Veer, AEV; Verguts, T; Vettel, J; Vijayarajah, S; Vo, K; Wall, M; Weeda, WD; Weis, S; White, D; Wisniewski, D; Xifra-Porxas, A; Yearling, E; Yoon, S; Yuan, R; Yuen, K; Zhang, L; Zhang, X; Zosky, J; Nichols, TE; Poldrack, RA; Schonberg, T
    Summary Data analysis workflows in many scientific domains have become increasingly complex and flexible. To assess the impact of this flexibility on functional magnetic resonance imaging (fMRI) results, the same dataset ...

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