This is a preview of subscription content, access via your institution
Relevant articles
Open Access articles citing this article.
-
Peptidoglycan synthesis drives a single population of septal cell wall synthases during division in Bacillus subtilis
Nature Microbiology Open Access 13 March 2024
-
Microstate Analysis of Continuous Infant EEG: Tutorial and Reliability
Brain Topography Open Access 02 March 2024
-
Reconsidering high intensity zones: its role in intervertebral disk degeneration and low back pain
European Spine Journal Open Access 21 February 2024
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Rent or buy this article
Prices vary by article type
from$1.95
to$39.95
Prices may be subject to local taxes which are calculated during checkout
Data availability
The Matlab, Python and R packages are available on GitHub (https://github.com/ACCLAB/DABEST-python) and are licensed under the BSD 3-Clause Clear License.
References
Berkson, J. J. Am. Stat. Assoc. 37, 325–335 (1942).
Benjamin, D. J. et al. Nat. Hum. Behav. 2, 6–10 (2017).
Cohen, J. Am. Psychol. 49, 997–1003 (1994).
Cumming, G. & Calin-Jageman, R. Introduction to the New Statistics: Estimation, Open Science, and Beyond (Routledge, 2016).
McCloskey, D. The Secret Sins of Economics (Prickly Paradigm Press, 2002).
Wilkinson, L. Am. Stat. 53, 276–281 (1999).
Gardner, M. J. & Altman, D. G. Br. Med. J. 292, 746–750 (1986).
Altman, D., Machin, D., Bryant, T. & Gardner, S. Statistics with Confidence: Confidence Interval and Statistical Guidelines (BMJ Books, 2000).
Efron, B. & Tibshirani, R. J. An Introduction to the Bootstrap (CRC Press, 1994).
Acknowledgements
We thank M. Rahman for help and advice, and H. Nguyen for developing the web app front end.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Supplementary information
Supplementary Information
Supplementary Notes 1–4 and Supplementary Figs. 1 and 2.
Rights and permissions
About this article
Cite this article
Ho, J., Tumkaya, T., Aryal, S. et al. Moving beyond P values: data analysis with estimation graphics. Nat Methods 16, 565–566 (2019). https://doi.org/10.1038/s41592-019-0470-3
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41592-019-0470-3
This article is cited by
-
Peptidoglycan synthesis drives a single population of septal cell wall synthases during division in Bacillus subtilis
Nature Microbiology (2024)
-
Static magnetic stimulation induces structural plasticity at the axon initial segment of inhibitory cortical neurons
Scientific Reports (2024)
-
Combined application of up to ten pesticides decreases key soil processes
Environmental Science and Pollution Research (2024)
-
Microstate Analysis of Continuous Infant EEG: Tutorial and Reliability
Brain Topography (2024)
-
Beyond peripersonal boundaries: insights from crossmodal interactions
Cognitive Processing (2024)