vardpoor-package: Variance estimation for sample surveys by the ultimate cluster method
Description
Generation of domain variables,
linearisation of several nonlinear population statistics
(the ratio of two totals,
weighted income percentile,
at-risk-of-poverty rate,
at-risk-of-poverty threshold,
Gini coefficient,
gender pay gap,
median income below at-risk-of-poverty gap,
income quintile share ratio,
relative median at-risk-of-poverty gap),
computation of regression residuals in case of weight calibration,
variance estimation of sample surveys by the ultimate cluster method
(Hansen, Hurwitz and Madow, 1953).
Several other precision measures are derived - standard error,
the coefficient of variation,
the margin of error,
confidence interval,
design effect.Details
ll{
Package: vardpoor
Version: 0.2.0.8.1
Date: 2014-05-27
Depends: R (>= 3.0.0), laeken, data.table
Imports: foreach, lpSolve
License: GPL (>= 2)
URL: https://github.com/djhurio/vardpoor
BugReports: https://github.com/djhurio/vardpoor/issues
}
Index:
domain Split data variables by domains
incPercentile Weighted income percentile
lin.ratio Linearization of the ratio estimator
linarpr Linearization of the at-risk-of-poverty rate
linarpt Linearization of the at-risk-of-poverty
threshold
lingini Linearization of the GINI coefficient I
lingini2 Linearization of the GINI coefficient II
lingpg Linearization of the gender pay (wage) gap
linpoormed Linearization of the median income below the
at-risk-of-poverty gap
linqsr Linearization of the income quintile share
ratio
linrmpg Linearization of the relative median
at-risk-of-poverty gap
residual_est Residual estimation of calibration
var_srs The estimation of the simple random sampling.
vardom Estimation of the variance in domain by the ultimate
cluster method
vardom_othstr Variance estimation for sample surveys in domain using two
stratification
vardomh Variance Estimation in domain for household
surveys by the ultimate cluster method
vardpoor-package Variance estimation for sample surveys by the ultimate cluster
method ~~ package title ~~
variance_est Variance estimation for sample surveys by the ultimate cluster method
variance_othstr Variance estimation for sample surveys by the the new stratification
varpoord Estimation of the variance and deff for sample surveys for
indicators on social exclusion and poverty