NEWS.md

In avlm: Safe Anytime Valid Inference for Linear Models

avlm 0.1.0

New Features

• First release of the avlm package, which implements anytime-valid inference for linear models and ANOVA.
• Provides a drop-in replacement for summary.lm() and summary.aov() with sequential p-values and confidence intervals.
• Includes support for:
• av(): applies the anytime-valid transformation to lm and aov objects.
• confint(): computes anytime-valid confidence intervals for regression coefficients.

Infrastructure

• Full documentation with roxygen2.
• Unit tests using testthat.

Notes

• Based on the methodology described in "Anytime-Valid Linear Models and Regression Adjusted Causal Inference in Randomized Experiments" available at: https://arxiv.org/abs/2210.08589

avlm documentation built on June 8, 2025, 1:53 p.m.