NEWS

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avlm 0.1.0 (2025-04-23)

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