clarify
Simulation-Based Inference for Regression Models
Performs simulation-based inference as an alternative to the delta method for obtaining valid confidence intervals and p-values for regression post-estimation quantities, such as average marginal effects and predictions at representative values. This framework for simulation-based inference is especially useful when the resulting quantity is not normally distributed and the delta method approximation fails. The methodology is described in Greifer, et al. (2025) <doi:10.32614/RJ-2024-015>. 'clarify' is meant to replace some of the functionality of the archived package 'Zelig'; see the vignette "Translating Zelig to clarify" for replicating this functionality.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.2.2 |
rolling linux/jammy R-4.5 | clarify_0.2.2.tar.gz |
705.8 KiB |
0.2.2 |
rolling linux/noble R-4.5 | clarify_0.2.2.tar.gz |
705.8 KiB |
0.2.2 |
rolling source/ R- | clarify_0.2.2.tar.gz |
1.9 MiB |
0.2.2 |
latest linux/jammy R-4.5 | clarify_0.2.2.tar.gz |
705.8 KiB |
0.2.2 |
latest linux/noble R-4.5 | clarify_0.2.2.tar.gz |
705.8 KiB |
0.2.2 |
latest source/ R- | clarify_0.2.2.tar.gz |
1.9 MiB |
0.2.2 |
2026-04-26 source/ R- | clarify_0.2.2.tar.gz |
1.9 MiB |
0.2.2 |
2026-04-23 source/ R- | clarify_0.2.2.tar.gz |
1.9 MiB |
0.2.2 |
2026-04-09 windows/windows R-4.5 | clarify_0.2.2.zip |
704.5 KiB |
0.2.1 |
2025-04-20 source/ R- | clarify_0.2.1.tar.gz |
1.9 MiB |