Lorenz and Penalized Lorenz Regressions
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Documentation for package ‘LorenzRegression’ version 2.1.0
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.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 |
| 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) |
| 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 |