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betaSandwich (version 1.0.8)

Robust Confidence Intervals for Standardized Regression Coefficients

Description

Generates robust confidence intervals for standardized regression coefficients using heteroskedasticity-consistent standard errors for models fitted by lm() as described in Dudgeon (2017) . The package can also be used to generate confidence intervals for R-squared, adjusted R-squared, and differences of standardized regression coefficients. A description of the package and code examples are presented in Pesigan, Sun, and Cheung (2023) .

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Install

install.packages('betaSandwich')

Monthly Downloads

215

Version

1.0.8

License

MIT + file LICENSE

Issues

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Repository

https://github.com/jeksterslab/betaSandwich

Homepage

https://jeksterslab.github.io/betaSandwich/

Maintainer

Ivan Jacob Agaloos Pesigan

Last Published

October 19th, 2025

Functions in betaSandwich (1.0.8)

summary.rsqbetasandwich

Summary Method for an Object of Class rsqbetasandwich

vcov.betasandwich

Sampling Covariance Matrix of the Standardized Regression Slopes

vcov.diffbetasandwich

Sampling Covariance Matrix of Differences of Standardized Regression Slopes

vcov.rsqbetasandwich

Sampling Covariance Matrix of Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared)

summary.diffbetasandwich

Summary Method for an Object of Class diffbetasandwich

summary.betasandwich

Summary Method for an Object of Class betasandwich

confint.betasandwich

Confidence Intervals for Standardized Regression Slopes

Estimate Standardized Regression Coefficients and the Corresponding Robust Sampling Covariance Matrix Using the Heteroskedasticity Consistent Approach

coef.betasandwich

Standardized Regression Slopes

Estimate Standardized Regression Coefficients and the Corresponding Sampling Covariance Matrix Assuming Multivariate Normality

Estimate Standardized Regression Coefficients and the Corresponding Sampling Covariance Matrix Using the Asymptotic Distribution-Free Approach

DiffBetaSandwich

Estimate Differences of Standardized Slopes and the Corresponding Sampling Covariance Matrix

print.diffbetasandwich

Print Method for an Object of Class diffbetasandwich

betaSandwich-package

betaSandwich: Robust Confidence Intervals for Standardized Regression Coefficients

coef.rsqbetasandwich

Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared)

coef.diffbetasandwich

Differences of Standardized Regression Slopes

confint.rsqbetasandwich

Confidence Intervals for Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared)

confint.diffbetasandwich

Confidence Intervals for Differences of Standardized Regression Slopes

1982 National Academy of Sciences Doctoral Programs Data

RSqBetaSandwich

Estimate Multiple Correlation Coefficients (R-squared and adjusted R-squared) and the Corresponding Sampling Covariance Matrix

print.rsqbetasandwich

Print Method for an Object of Class rsqbetasandwich

print.betasandwich

Print Method for an Object of Class betasandwich