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betaNB (version 1.0.6)

Bootstrap for Regression Effect Sizes

Description

Generates nonparametric bootstrap confidence intervals (Efron and Tibshirani, 1993: ) for standardized regression coefficients (beta) and other effect sizes, including multiple correlation, semipartial correlations, improvement in R-squared, squared partial correlations, and differences in standardized regression coefficients, for models fitted by lm().

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install.packages('betaNB')

Monthly Downloads

231

Version

1.0.6

License

MIT + file LICENSE

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Maintainer

Ivan Jacob Agaloos Pesigan

Last Published

October 19th, 2025

Functions in betaNB (1.0.6)

summary.betanb

Summary Method for an Object of Class betanb
print.nb

Print Method for an Object of Class nb
DeltaRSqNB

Estimate Improvement in R-Squared and Generate the Corresponding Sampling Distribution Using Nonparametric Bootstrapping
betaNB-package

betaNB: Bootstrap for Regression Effect Sizes
SCorNB

Estimate Semipartial Correlation Coefficients and Generate the Corresponding Sampling Distribution Using Nonparametric Bootstrapping
PCorNB

Estimate Squared Partial Correlation Coefficients and Generate the Corresponding Sampling Distribution Using Nonparametric Bootstrapping
DiffBetaNB

Estimate Differences of Standardized Slopes and Generate the Corresponding Sampling Distribution Using Nonparametric Bootstrapping
BetaNB

Estimate Standardized Regression Coefficients and Generate the Corresponding Sampling Distribution Using Nonparametric Bootstrapping
NB

Generate the Sampling Distribution of Sample Covariances Using Nonparametric Bootstrapping
vcov.betanb

Sampling Variance-Covariance Matrix Method for an Object of Class betanb
print.betanb

Print Method for an Object of Class betanb
confint.betanb

Confidence Intervals Method for an Object of Class betanb
RSqNB

Estimate Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared) and Generate the Corresponding Sampling Distribution Using Nonparametric Bootstrapping
coef.betanb

Estimated Parameter Method for an Object of Class betanb
nas1982

1982 National Academy of Sciences Doctoral Programs Data