dabestr
Data Analysis using Bootstrap-Coupled Estimation
Data Analysis using Bootstrap-Coupled ESTimation. Estimation statistics is a simple framework that avoids the pitfalls of significance testing. It uses familiar statistical concepts: means, mean differences, and error bars. More importantly, it focuses on the effect size of one's experiment/intervention, as opposed to a false dichotomy engendered by P values. An estimation plot has two key features: 1. It presents all datapoints as a swarmplot, which orders each point to display the underlying distribution. 2. It presents the effect size as a bootstrap 95% confidence interval on a separate but aligned axes. Estimation plots are introduced in Ho et al., Nature Methods 2019, 1548-7105. doi:10.1038/s41592-019-0470-3. The free-to-view PDF is located at https://www.nature.com/articles/s41592-019-0470-3.epdf?author_access_token=Euy6APITxsYA3huBKOFBvNRgN0jAjWel9jnR3ZoTv0Pr6zJiJ3AA5aH4989gOJS_dajtNr1Wt17D0fh-t4GFcvqwMYN03qb8C33na_UrCUcGrt-Z0J9aPL6TPSbOxIC-pbHWKUDo2XsUOr3hQmlRew==.
- Version2023.9.12
- R versionunknown
- LicenseApache License (≥ 2)
- Needs compilation?No
- dabestr citation info
- Last release10/13/2023
Documentation
Team
Yishan Mai
Joses W. Ho
Kah Seng Lian
Show author detailsRolesAuthorZhuoyu Wang
Show author detailsRolesAuthorJun Yang Liao
Show author detailsRolesAuthorFelicia Low
Show author detailsRolesAuthorTayfun Tumkaya
Sangyu Xu
Hyungwon Choi
Adam Claridge-Chang
ACCLAB
Show author detailsRolesCopyright holder, fnd
Insights
Last 30 days
This package has been downloaded 570 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 29 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 6,369 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Sep 27, 2024 with 141 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports15 packages
- Suggests5 packages
- Reverse Imports1 package