Redefine Statistical Significance

Redefine Statistical Significance. Benjamin, D. J., Berger, J. O., Johannesson, M., Nosek, B. A., Wagenmakers, E. J., Berk, R., Bollen, K. A., Brembs, B., Brown, L., Camerer, C., Cesarini, D., Chambers, C. D., Clyde, M., Cook, T. D., De Boeck, P., Dienes, Z., Dreber, A., Easwaran, K., Efferson, C., Fehr, E., Fidler, F., Field, A. P., Forster, M., George, E. I., Gonzalez, R., Goodman, S., Green, E., Green, D. P., Greenwald, A. G., Hadfield, J. D., Hedges, L. V., Held, L., Hua Ho, T., Hoijtink, H., Hruschka, D. J., Imai, K., Imbens, G., Ioannidis, J. P. A., Jeon, M., Jones, J. H., Kirchler, M., Laibson, D., List, J., Little, R., Lupia, A., Machery, E., Maxwell, S. E., McCarthy, M., Moore, D. A., Morgan, S. L., Munafó, M., Nakagawa, S., Nyhan, B., Parker, T. H., Pericchi, L., Perugini, M., Rouder, J., Rousseau, J., Savalei, V., Schönbrodt, F. D., Sellke, T., Sinclair, B., Tingley, D., Van Zandt, T., Vazire, S., Watts, D. J., Winship, C., Wolpert, R. L., Xie, Y., Young, C., Zinman, J., & Johnson, V. E. 2(1):6–10.

Paper doi abstract bibtex

We propose to change the default P-value threshold for statistical significance for claims of new discoveries from 0.05 to 0.005

@article{benjaminRedefineStatisticalSignificance2017,
  title = {Redefine Statistical Significance},
  author = {Benjamin, Daniel J. and Berger, James O. and Johannesson, Magnus and Nosek, Brian A. and Wagenmakers, E. J. and Berk, Richard and Bollen, Kenneth A. and Brembs, Björn and Brown, Lawrence and Camerer, Colin and Cesarini, David and Chambers, Christopher D. and Clyde, Merlise and Cook, Thomas D. and De Boeck, Paul and Dienes, Zoltan and Dreber, Anna and Easwaran, Kenny and Efferson, Charles and Fehr, Ernst and Fidler, Fiona and Field, Andy P. and Forster, Malcolm and George, Edward I. and Gonzalez, Richard and Goodman, Steven and Green, Edwin and Green, Donald P. and Greenwald, Anthony G. and Hadfield, Jarrod D. and Hedges, Larry V. and Held, Leonhard and Hua Ho, Teck and Hoijtink, Herbert and Hruschka, Daniel J. and Imai, Kosuke and Imbens, Guido and Ioannidis, John P. A. and Jeon, Minjeong and Jones, James H. and Kirchler, Michael and Laibson, David and List, John and Little, Roderick and Lupia, Arthur and Machery, Edouard and Maxwell, Scott E. and McCarthy, Michael and Moore, Don A. and Morgan, Stephen L. and Munafó, Marcus and Nakagawa, Shinichi and Nyhan, Brendan and Parker, Timothy H. and Pericchi, Luis and Perugini, Marco and Rouder, Jeff and Rousseau, Judith and Savalei, Victoria and Schönbrodt, Felix D. and Sellke, Thomas and Sinclair, Betsy and Tingley, Dustin and Van Zandt, Trisha and Vazire, Simine and Watts, Duncan J. and Winship, Christopher and Wolpert, Robert L. and Xie, Yu and Young, Cristobal and Zinman, Jonathan and Johnson, Valen E.},
  date = {2017-09},
  journaltitle = {Nature Human Behaviour},
  volume = {2},
  pages = {6--10},
  issn = {2397-3374},
  doi = {10.1038/s41562-017-0189-z},
  url = {https://doi.org/10.1038/s41562-017-0189-z},
  abstract = {We propose to change the default P-value threshold for statistical significance for claims of new discoveries from 0.05 to 0.005},
  keywords = {*imported-from-citeulike-INRMM,~INRMM-MiD:c-14446138,~to-add-doi-URL,comparison,p-value,scientific-community-self-correction,statistics,trade-offs},
  number = {1}
}

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