avlm: Safe Anytime Valid Inference for Linear Models

Anytime-valid inference for linear models, namely, sequential t-tests, sequential F-tests, and confidence sequences with time-uniform Type-I error and coverage guarantees. This allows hypotheses to be continuously tested without sacrificing false positive guarantees. Heteroskedasticity-robust and cluster-robust versions are provided. It is based on the methods documented in Lindon et al. (2026) <doi:10.1080/01621459.2026.2692052> and Lindon (2026) <doi:10.48550/arXiv.2610.25613>.

Version:	0.2.0
Suggests:	testthat (≥ 3.0.0)
Published:	2026-10-21
DOI:	10.32614/CRAN.package.avlm
Author:	Michael Lindon [aut, cre]
Maintainer:	Michael Lindon <michael.s.lindon at gmail.com>
License:	MIT + file LICENSE
NeedsCompilation:	no
Citation:	avlm citation info
Materials:	README, NEWS
CRAN checks:	avlm results

Documentation:

Reference manual:

avlm.html , avlm.pdf

Downloads:

Package source:	avlm_0.2.0.tar.gz
Windows binaries:	r-devel: avlm_0.1.0.zip, r-release: avlm_0.1.0.zip, r-oldrel: avlm_0.1.0.zip
macOS binaries:	r-release (arm64): avlm_0.2.0.tgz, r-oldrel (arm64): avlm_0.2.0.tgz, r-release (x86_64): avlm_0.2.0.tgz, r-oldrel (x86_64): avlm_0.2.0.tgz
Old sources:	avlm archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=avlm to link to this page.