R: Lorenz and Penalized Lorenz Regressions

# Lorenz and Penalized Lorenz Regressions

## Documentation for package ‘LorenzRegression’ version 2.3.1

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

autoplot.LR | Plots for the Lorenz regression
autoplot.LR_boot | Plots for the Lorenz regression
autoplot.PLR | Plots for the penalized Lorenz regression
autoplot.PLR_boot | Plots for the penalized Lorenz regression
autoplot.PLR_cv | Plots for the penalized Lorenz regression
coef.LR | Estimated coefficients for the Lorenz regression
coef.LR_boot | Estimated coefficients for the Lorenz regression
coef.PLR | Estimated coefficients for the penalized Lorenz regression
coef.PLR_boot | Estimated coefficients for the penalized Lorenz regression
coef.PLR_cv | Estimated coefficients for the penalized Lorenz regression
confint.LR | Confidence intervals for the Lorenz regression
confint.LR_boot | Confidence intervals for the Lorenz regression
confint.PLR | Confidence intervals for the penalized Lorenz regression
confint.PLR_boot | Confidence intervals for the penalized Lorenz regression
confint.PLR_cv | Confidence intervals for the penalized Lorenz regression
Data.Incomes | Simulated income data
diagnostic.PLR | Diagnostic for the penalized Lorenz regression
fitted.LR | Prediction and fitted values for the Lorenz regression
fitted.LR_boot | Prediction and fitted values for the Lorenz regression
fitted.PLR | Prediction and fitted values for the penalized Lorenz regression
fitted.PLR_boot | Prediction and fitted values for the penalized Lorenz regression
fitted.PLR_cv | Prediction and fitted values for the penalized Lorenz regression
Gini.coef | Concentration index of _y_ with respect to _x_
ineqExplained | Retrieve a measure of explained inequality from a model
ineqExplained.lm | Explained inequality metrics for (generalized) linear models
ineqExplained.LR | Explained inequality metrics for the Lorenz regression
ineqExplained.LR_boot | Explained inequality metrics for the Lorenz regression
ineqExplained.PLR | Explained inequality metrics for the penalized Lorenz regression
ineqExplained.PLR_boot | Explained inequality metrics for the penalized Lorenz regression
ineqExplained.PLR_cv | Explained inequality metrics for the penalized Lorenz regression
Lorenz.boot | Bootstrap for the (penalized) Lorenz regression
Lorenz.boot.combine | Combines bootstrap Lorenz regressions
Lorenz.curve | Concentration curve of _y_ with respect to _x_
Lorenz.FABS | Estimates the parameter vector in a penalized Lorenz regression with lasso penalty
Lorenz.GA | Estimates the parameter vector in Lorenz regression using a genetic algorithm
Lorenz.graphs | Graphs of concentration curves
Lorenz.Reg | Fits a Lorenz regression
Lorenz.SCADFABS | Estimates the parameter vector in a penalized Lorenz regression with SCAD penalty
plot.LR | Plots for the Lorenz regression
plot.LR_boot | Plots for the Lorenz regression
plot.PLR | Plots for the penalized Lorenz regression
plot.PLR_boot | Plots for the penalized Lorenz regression
plot.PLR_cv | Plots for the penalized Lorenz regression
PLR.CV | Cross-validation for penalized Lorenz regression
PLR.fit | Penalized Lorenz Regression Fit Function
predict.LR | Prediction and fitted values for the Lorenz regression
predict.LR_boot | Prediction and fitted values for the Lorenz regression
predict.PLR | Prediction and fitted values for the penalized Lorenz regression
predict.PLR_boot | Prediction and fitted values for the penalized Lorenz regression
predict.PLR_cv | Prediction and fitted values for the penalized Lorenz regression
print.LR | Printing method for the Lorenz regression
print.LR_boot | Printing method for the Lorenz regression
print.PLR | Printing method for the penalized Lorenz regression
print.PLR_boot | Printing method for the penalized Lorenz regression
print.PLR_cv | Printing method for the penalized Lorenz regression
print.summary.LR | Printing method for the summary of a Lorenz regression
print.summary.LR_boot | Printing method for the summary of a Lorenz regression
print.summary.PLR | Printing method for the summary of a penalized Lorenz regression
print.summary.PLR_boot | Printing method for the summary of a penalized Lorenz regression
print.summary.PLR_cv | Printing method for the summary of a penalized Lorenz regression
Rearrangement.estimation | Estimates a monotonic regression curve via Chernozhukov et al (2009)
residuals.LR | Residuals for the Lorenz regression
residuals.LR_boot | Residuals for the Lorenz regression
residuals.PLR | Residuals for the penalized Lorenz regression
residuals.PLR_boot | Residuals for the penalized Lorenz regression
residuals.PLR_cv | Residuals for the penalized Lorenz regression
summary.LR | Summary for the Lorenz regression
summary.LR_boot | Summary for the Lorenz regression
summary.PLR | Summary for the penalized Lorenz regression
summary.PLR_boot | Summary for the penalized Lorenz regression
summary.PLR_cv | Summary for the penalized Lorenz regression