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laeken (version 0.4.0)
Estimation of indicators on social exclusion and poverty
Description
Estimation of indicators on social exclusion and poverty, as well as Pareto tail modeling for empirical income distributions.
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Install
install.packages('laeken')
Monthly Downloads
14,314
Version
0.4.0
License
GPL (>= 2)
Maintainer
Andreas Alfons
Last Published
October 17th, 2012
Functions in laeken (0.4.0)
Search functions
gpg
Gender pay (wage) gap.
meanExcessPlot
Mean excess plot
arpr
At-risk-of-poverty rate
paretoQPlot
Pareto quantile plot
arpt
At-risk-of-poverty threshold
replaceTail
Replace observations under a Pareto model
thetaWML
Weighted maximum likelihood estimator
eqInc
Equivalized disposable income
minAMSE
Weighted asymptotic mean squared error (AMSE) estimator
qsr
Quintile share ratio
eusilc
Synthetic EU-SILC survey data
reweightOut
Reweight outliers in the Pareto model
variance
Variance and confidence intervals of indicators on social exclusion and poverty
fitPareto
Fit income distribution models with the Pareto distribution
weightedMedian
Weighted median
weightedMean
Weighted mean
thetaPDC
Partial density component (PDC) estimator
incQuintile
Weighted income quintile
rmpg
Relative median at-risk-of-poverty gap
calibVars
Construct a matrix of binary variables for calibration
incMedian
Weighted median income
thetaMoment
Moment estimator
utils
Utility functions for indicators on social exclusion and poverty
eqSS
Equivalized household size
thetaTM
Trimmed mean estimator
thetaHill
Hill estimator
calibWeights
Calibrate sample weights
shrinkOut
Shrink outliers in the Pareto model
paretoTail
Pareto tail modeling for income distributions
ses
Synthetic SES survey data
thetaISE
Integrated squared error (ISE) estimator
weightedQuantile
Weighted quantiles
thetaQQ
QQ-estimator
gini
Gini coefficient
incMean
Weighted mean income
plot.paretoTail
Diagnostic plot for the Pareto tail model
laeken-package
Estimation of indicators on social exclusion and poverty
thetaLS
Least squares (LS) estimator
bootVar
Bootstrap variance and confidence intervals of indicators on social exclusion and poverty
paretoScale
Estimate the scale parameter of a Pareto distribution