Fast Bootstrapping and Permutation Testing for Assessing Reproducibility and Interpretability of Multivariate fMRI Decoding Models

Bryan R. Conroy; Jennifer M. Walz; Paul Sajda

doi:10.1371/journal.pone.0079271

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Open Access

Peer-reviewed

Research Article

Fast Bootstrapping and Permutation Testing for Assessing Reproducibility and Interpretability of Multivariate fMRI Decoding Models

Bryan R. Conroy ,

* E-mail: bc2468@columbia.edu

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
⨯
Jennifer M. Walz,

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
⨯
Paul Sajda

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
⨯

Fast Bootstrapping and Permutation Testing for Assessing Reproducibility and Interpretability of Multivariate fMRI Decoding Models

Bryan R. Conroy,
Jennifer M. Walz,
Paul Sajda

Published: November 14, 2013
https://doi.org/10.1371/journal.pone.0079271

About the Authors

Bryan R. Conroy

* E-mail: bc2468@columbia.edu

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

Jennifer M. Walz

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

Paul Sajda

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: BRC JMW PS. Performed the experiments: BRC JMW. Analyzed the data: BRC. Contributed reagents/materials/analysis tools: JMW. Wrote the paper: BRC JMW PS.

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Functional magnetic resonance imaging
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