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Redesigning Community College Student Onboarding Through Guided Pathways
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Extracting language content from speech sounds: An information theoretic approach
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In: The Auditory Cognitive Neuroscience of Speech Perception ; https://hal.archives-ouvertes.fr/hal-03013496 ; The Auditory Cognitive Neuroscience of Speech Perception, In press (2020)
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Variability in the analysis of a single neuroimaging dataset by many teams
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Botvinik-Nezer, Rotem; Holzmeister, Felix; Camerer, Colin,; Dreber, Anna; Huber, Juergen; Johannesson, Magnus; Kirchler, Michael; Iwanir, Roni; Mumford, Jeanette,; Adcock, R. Alison; Avesani, Paolo; Baczkowski, Blazej,; Bajracharya, Aahana; Bakst, Leah; Ball, Sheryl; Barilari, Marco; Bault, Nadège; Beaton, Derek; Beitner, Julia; Benoit, Roland,; Berkers, Ruud,; Bhanji, Jamil,; Biswal, Bharat,; Bobadilla-Suarez, Sebastian; Bortolini, Tiago; Bottenhorn, Katherine,; Bowring, Alexander; Braem, Senne; Brooks, Hayley,; Brudner, Emily,; Calderon, Cristian,; Camilleri, Julia,; Castrellon, Jaime,; Cecchetti, Luca; Cieslik, Edna,; Cole, Zachary,; Collignon, Olivier; Cox, Robert,; Cunningham, William,; Czoschke, Stefan; Dadi, Kamalaker; Davis, Charles,; Luca, Alberto De; Delgado, Mauricio,; Demetriou, Lysia; Dennison, Jeffrey,; Di, Xin; Dickie, Erin,; Dobryakova, Ekaterina; Donnat, Claire,; Dukart, Juergen; Duncan, Niall,; Durnez, Joke; Eed, Amr; Eickhoff, Simon,; Erhart, Andrew; Fontanesi, Laura; Fricke, G. Matthew; Fu, Shiguang; Galván, Adriana; Gau, Remi; Genon, Sarah; Glatard, Tristan; Glerean, Enrico; Goeman, Jelle,; Golowin, Sergej,; González-García, Carlos; Gorgolewski, Krzysztof,; Grady, Cheryl,; Green, Mikella,; Guassi Moreira, João,; Guest, Olivia; Hakimi, Shabnam; Hamilton, J. Paul; Hancock, Roeland; Handjaras, Giacomo; Harry, Bronson,; Hawco, Colin; Herholz, Peer; Herman, Gabrielle; Heunis, Stephan; Hoffstaedter, Felix; Hogeveen, Jeremy; Holmes, Susan; Hu, Chuan-Peng; Huettel, Scott,; Hughes, Matthew,; Iacovella, Vittorio; Iordan, Alexandru,; Isager, Peder,; Isik, Ayse,; Jahn, Andrew; Johnson, Matthew,; Johnstone, Tom; Joseph, Michael,; Juliano, Anthony,; Kable, Joseph,; Kassinopoulos, Michalis; Koba, Cemal; Kong, Xiang-Zhen; Koscik, Timothy,; Kucukboyaci, Nuri Erkut; Kuhl, Brice,; Kupek, Sebastian; Laird, Angela,; Lamm, Claus; Langner, Robert; Lauharatanahirun, Nina; Lee, Hongmi; Lee, Sangil; Leemans, Alexander; Leo, Andrea; Lesage, Elise; Li, Flora; Li, Monica,; Lim, Phui Cheng; Lintz, Evan,; Liphardt, Schuyler,; Losecaat Vermeer, Annabel,; Love, Bradley,; Mack, Michael,; Malpica, Norberto; Marins, Theo; Maumet, Camille; McDonald, Kelsey; McGuire, Joseph,; Melero, Helena; Méndez Leal, Adriana,; Meyer, Benjamin; Meyer, Kristin,; Mihai, Glad; Mitsis, Georgios,; Moll, Jorge; Nielson, Dylan,; Nilsonne, Gustav; Notter, Michael,; Olivetti, Emanuele; Onicas, Adrian,; Papale, Paolo; Patil, Kaustubh,; Peelle, Jonathan,; Pérez, Alexandre; Pischedda, Doris; Poline, Jean-Baptiste; Prystauka, Yanina; Ray, Shruti; Reuter-Lorenz, Patricia,; Reynolds, Richard,; Ricciardi, Emiliano; Rieck, Jenny,; Rodriguez-Thompson, Anais,; Romyn, Anthony; Salo, Taylor; Samanez-Larkin, Gregory,; Sanz-Morales, Emilio; Schlichting, Margaret,; Schultz, Douglas,; Shen, Qiang; Sheridan, Margaret,; Silvers, Jennifer,; Skagerlund, Kenny; Smith, Alec; Smith, David,; Sokol-Hessner, Peter; Steinkamp, Simon,; Tashjian, Sarah,; Thirion, Bertrand; Thorp, John,; Tinghög, Gustav; Tisdall, Loreen; Tompson, Steven,; Toro-Serey, Claudio; Torre Tresols, Juan Jesus; Tozzi, Leonardo; Truong, Vuong; Turella, Luca; van ‘t Veer, Anna,; Verguts, Tom; Vettel, Jean,; Vijayarajah, Sagana; Vo, Khoi; Wall, Matthew,; Weeda, Wouter,; Weis, Susanne; White, David,; Wisniewski, David; Xifra-Porxas, Alba; Yearling, Emily,; Yoon, Sangsuk; Yuan, Rui; Yuen, Kenneth,; Zhang, Lei; Zhang, Xu; Zosky, Joshua,; Nichols, Thomas,; Poldrack, Russell,; Schonberg, Tom
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In: ISSN: 0028-0836 ; EISSN: 1476-4679 ; Nature ; https://www.hal.inserm.fr/inserm-02914443 ; Nature, Nature Publishing Group, 2020, 582 (7810), pp.84-88. ⟨10.1038/s41586-020-2314-9⟩ (2020)
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Abstract:
International audience ; 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 hypotheses1. The flexibility of analytical approaches is exemplified by the fact that no two teams chose identical workflows to analyse the data. This flexibility resulted in sizeable variation in the results of hypothesis tests, even for teams whose statistical maps were highly correlated at intermediate stages of the analysis pipeline. Variation in reported results was related to several aspects of analysis methodology. Notably, a meta-analytical approach that aggregated information across teams yielded a significant consensus in activated regions. Furthermore, prediction markets of researchers in the field revealed an overestimation of the likelihood of significant findings, even by researchers with direct knowledge of the dataset2-5. Our findings show that analytical flexibility can have substantial effects on scientific conclusions, and identify factors that may be related to variability in the analysis of functional magnetic resonance imaging. The results emphasize the importance of validating and sharing complex analysis workflows, and demonstrate the need for performing and reporting multiple analyses of the same data. Potential approaches that could be used to mitigate issues related to analytical variability are discussed.
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Keyword:
[SCCO.NEUR]Cognitive science/Neuroscience
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URL: https://doi.org/10.1038/s41586-020-2314-9
https://www.hal.inserm.fr/inserm-02914443
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The Power Of Words: How Are Depression Symptoms And Labile Self-Esteem Related To Word Use?
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In: UC Riverside Undergraduate Research Journal, vol 14, iss 1 (2020)
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Flavor Preference of Oral Rabies Vaccine Baits by Small Indian Mongooses (Herpestes auropunctatus) in Southwestern Puerto Rico
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In: Proceedings of the Vertebrate Pest Conference, vol 29, iss 29 (2020)
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Exploring the Spoken Language Development of School-Aged Children on the Autism Spectrum with Minimal Verbal Language ...
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Charting the impact of bilingualism on development in children with and without autism ...
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Replication Data for: What is the impact of bilingual communication to mobilize Latinos? Exploratory evidence from experiments in New Jersey, North Carolina, and Virginia ...
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Charting the impact of bilingualism on social attentional preferences in children with and without autism. ...
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“Es verdad hay q matarlas a todas": Online discourse surrounding “e” as gender-neutral morpheme in Spanish
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In: http://rave.ohiolink.edu/etdc/view?acc_num=ysu1589564406694545 (2020)
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