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avlm  

Safe Anytime Valid Inference for Linear Models
View on CRAN: Click here


Download and install avlm package within the R console
Install from CRAN:
install.packages("avlm")

Install from Github:
library("remotes")
install_github("cran/avlm")

Install by package version:
library("remotes")
install_version("avlm", "0.1.0")



Attach the package and use:
library("avlm")
Maintained by
Michael Lindon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-23
Latest Update: 2025-04-23
Description:
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. It is based on the methods documented in Lindon et al. (2022) <doi:10.48550/arXiv.2210.08589>.
How to cite:
Michael Lindon (2025). avlm: Safe Anytime Valid Inference for Linear Models. R package version 0.1.0, https://cran.r-project.org/web/packages/avlm. Accessed 06 Mar. 2026.
Previous versions and publish date:
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Complete documentation for avlm
Functions, R codes and Examples using the avlm R package
Full avlm package functions and examples
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