InteractionPoweR
Power Analyses for Interaction Effects in Cross-Sectional Regressions
Description
Power analysis for regression models which test the interaction of two or three independent variables on a single dependent variable. Includes options for correlated interacting variables and specifying variable reliability. Two-way interactions can include continuous, binary, or ordinal variables. Power analyses can be done either analytically or via simulation. Includes tools for simulating single data sets and visualizing power analysis results. The primary functions are power_interaction_r2() and power_interaction() for two-way interactions, and power_interaction_3way_r2() for three-way interactions. Please cite as: Baranger DAA, Finsaas MC, Goldstein BL, Vize CE, Lynam DR, Olino TM (2023). "Tutorial: Power analyses for interaction effects in cross-sectional regressions." <doi:10.1177/25152459231187531>.
Downloads
327
Last 30 days
9710th
327
Last 90 days
327
Last year
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
DESCRIPTION meta-information
Author field differs from that derived from Authors@R Author: ‘David Baranger [aut, cre] (<https://orcid.org/0000-0002-6659-357X>, davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’ Authors@R: ‘David Baranger [aut, cre] (ORCID: <https://orcid.org/0000-0002-6659-357X>, website: davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’
DESCRIPTION meta-information
Author field differs from that derived from Authors@R Author: ‘David Baranger [aut, cre] (<https://orcid.org/0000-0002-6659-357X>, davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’ Authors@R: ‘David Baranger [aut, cre] (ORCID: <https://orcid.org/0000-0002-6659-357X>, website: davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’
*
*
*
*
*
*
*
*
*
*
*
*
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
DESCRIPTION meta-information
Author field differs from that derived from Authors@R Author: ‘David Baranger [aut, cre] (<https://orcid.org/0000-0002-6659-357X>, davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’ Authors@R: ‘David Baranger [aut, cre] (ORCID: <https://orcid.org/0000-0002-6659-357X>, website: davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’
DESCRIPTION meta-information
Author field differs from that derived from Authors@R Author: ‘David Baranger [aut, cre] (<https://orcid.org/0000-0002-6659-357X>, davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’ Authors@R: ‘David Baranger [aut, cre] (ORCID: <https://orcid.org/0000-0002-6659-357X>, website: davidbaranger.com), Brandon Goldstein [ctb], Megan Finsaas [ctb], Thomas Olino [ctb], Colin Vize [ctb], Don Lynam [ctb]’