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