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betaselectr: Do Selective Standardization in Structural Equation Models and Regression Models

(Version 0.1.3, updated on 2025-10-29, 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 takes into account the standardization appropriately.

For more information on this package, please visit its GitHub page:

https://sfcheung.github.io/betaselectr/

Installation

The latest developmental version of this package can be installed by remotes::install_github:

remotes::install_github("sfcheung/betaselectr")

Issues

If you have any suggestions and found any bugs, please feel feel to open a GitHub issue. Thanks.

https://github.com/sfcheung/betaselectr/issues

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Version

Install

install.packages('betaselectr')

Monthly Downloads

182

Version

0.1.3

License

GPL (>= 3)

Maintainer

Shu Fai Cheung

Last Published

October 29th, 2025

Functions in betaselectr (0.1.3)

confint.lm_betaselect

Confidence Interval for 'lm_betaselect' or 'glm_betaselect' Objects
data_test_mod_cat_binary

Test Dataset with a Binary Outcome Variable
getCall.lm_betaselect

Call in an 'lm_betaselect' or 'glm_betaselect' Object
summary.lm_betaselect

Summary of an 'lm_betaselect'-Class Object
summary.glm_betaselect

Summary of an 'glm_betaselect'-Class Object
predict.glm_betaselect

Predict Method for a 'glm_betaselect' Object
data_test_mod_cat

Test Dataset with Moderator and Categorical Variables
predict.lm_betaselect

Predict Method for an 'lm_betaselect' Object
print.lav_betaselect

Print a 'lav_betaselect' Object
std_data

Standardize Selected Variables
data_test_mod_cat2

Test Dataset with Moderator and Categorical Variables (Version 2)
anova.lm_betaselect

ANOVA Tables For 'lm_betaselect' and 'glm_betaselect' Objects
coef.lav_betaselect

Coefficients of a 'lav_betaselect'-Class Object
lav_betaselect

Betas-Select in a 'lavaan'-Model
lm_betaselect

Betas-Select in a Regression Model
data_test_medmod

Test Dataset with Moderator and Mediator
confint.lav_betaselect

Confidence Intervals for a 'lav_betaselect'-Class Object
coef.lm_betaselect

Coefficients of Beta-Select in Linear Models
vcov.lm_betaselect

The 'vcov' Method for 'lm_betaselect' and glm_betaselect Objects