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Standardized Regression Coefficients

BetaADF()
Estimate Standardized Regression Coefficients and the Corresponding Sampling Covariance Matrix Using the Asymptotic Distribution-Free Approach
BetaHC()
Estimate Standardized Regression Coefficients and the Corresponding Robust Sampling Covariance Matrix Using the Heteroskedasticity Consistent Approach
BetaN()
Estimate Standardized Regression Coefficients and the Corresponding Sampling Covariance Matrix Assuming Multivariate Normality

Multiple Correlation

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

Differences of Standardized Regression Coefficients

DiffBetaSandwich()
Estimate Differences of Standardized Slopes and the Corresponding Sampling Covariance Matrix

Methods

coef(<betasandwich>)
Standardized Regression Slopes
coef(<diffbetasandwich>)
Differences of Standardized Regression Slopes
coef(<rsqbetasandwich>)
Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared)
confint(<betasandwich>)
Confidence Intervals for Standardized Regression Slopes
confint(<diffbetasandwich>)
Confidence Intervals for Differences of Standardized Regression Slopes
confint(<rsqbetasandwich>)
Confidence Intervals for Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared)
print(<betasandwich>)
Print Method for an Object of Class betasandwich
print(<diffbetasandwich>)
Print Method for an Object of Class diffbetasandwich
print(<rsqbetasandwich>)
Print Method for an Object of Class rsqbetasandwich
summary(<betasandwich>)
Summary Method for an Object of Class betasandwich
summary(<diffbetasandwich>)
Summary Method for an Object of Class diffbetasandwich
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)

Data

nas1982
1982 National Academy of Sciences Doctoral Programs Data