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(Version 0.2.1, updated on 2026-06-10, release history)
It computes betas-select, coefficients (betas) after standardization in structural equation models and regression models with only selected variables standardized. It supports models with moderation, with product terms formed appropriately (formed after standardization). It can also form confidence intervals that take into account the standardization appropriately.
An introduction to the package can be found in the following article:
Sun, R. wei, Chang, F., Yang, W., Cheung, S. F., & Cheung, S.-H.
(2026). betaselectr: Selective (and proper) standardization
in structural equation models. Multivariate Behavioral
Research. Advance online publication.
https://doi.org/10.1080/00273171.2026.2672692
For more information on this package, please visit its GitHub page:
https://sfcheung.github.io/betaselectr/
The stable CRAN version can be installed by
install.packages():
install.packages("betaselectr")The latest developmental version of this package can be installed by
pak::pkg_install (please install pak
first):
pak::pkg_install("sfcheung/betaselectr")If you have any suggestions and found any bugs, please feel free to open a GitHub issue. Thanks.
https://github.com/sfcheung/betaselectr/issues
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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