About the Authors

Tor D. Wager

tor.wager@colorado.edu

Affiliation Department of Psychology and Neuroscience and the Institute for Cognitive Science, University of Colorado, Boulder, Colorado, United States of America

Jian Kang

Affiliation Department of Biostatistics and Bioinformatics, Department of Radiology and Imaging Sciences, Emory University, Atlanta, Georgia, United States of America

Timothy D. Johnson

Affiliation Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America

Thomas E. Nichols

Affiliations Department of Statistics and Warwick Manufacturing Group, University of Warwick, Coventry, United Kingdom, Functional Magnetic Resonance Imaging of the Brain (FMRIB) Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom

Ajay B. Satpute

Affiliation Department of Psychology, Northeastern University, Boston, Massachusetts, United States of America

Lisa Feldman Barrett

Affiliations Department of Psychology, Northeastern University, Boston, Massachusetts, United States of America, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: TW LFB TDJ JK TEN. Analyzed the data: JK TW AS. Contributed reagents/materials/analysis tools: TW LFB TDJ TEN JK. Wrote the paper: TW LFB TDJ TEN JK ABS.