vardpoor: Variance Estimation for Sample Surveys by the Ultimate Cluster Method

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Generation of domain variables, linearisation of several nonlinear population statistics (the ratio of two totals, weighted income percentile, relative median income ratio, at-risk-of-poverty rate, at-risk-of-poverty threshold, Gini coefficient, gender pay gap, the aggregate replacement ratio, the relative median income ratio, 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,Theory, vol. I: Methods and Applications; vol. II: Theory. 1953, New York: John Wiley and Sons), variance estimation for longitudinal, cross-sectional measures and measures of change for single and multistage stage cluster sampling designs (Berger, Y. G., 2015, <doi:10.1111/rssa.12116>). Several other precision measures are derived - standard error, the coefficient of variation, the margin of error, confidence interval, design effect.

Author
Juris Breidaks [aut, cre], Martins Liberts [aut], Santa Ivanova [aut]
Date of publication
2016-12-08 16:56:59
Maintainer
Juris Breidaks <Juris.Breidaks@csb.gov.lv>
License
GPL (>= 2)
Version
0.8.0
URLs

View on CRAN

Man pages

domain
Extra variables for domain estimation
incPercentile
Estimation of weighted percentiles
linarpr
Linearization of at-risk-of-poverty rate
linarpt
Linearization of at-risk-of-poverty threshold
linarr
Linearization of the aggregate replacement ratio
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 of individuals below the...
linqsr
Linearization of the Quintile Share Ratio
lin.ratio
Linearization of the ratio estimator
linrmir
Linearization of the relative median income ratio
linrmpg
Linearization of the relative median at-risk-of-poverty gap
residual_est
Residual estimation of calibration
vardchangannual
Variance estimation for measures of annual net change for...
vardchanges
Variance estimation for measures of change for single and...
vardchangespoor
Variance estimation for measures of change for sample surveys...
vardcros
Variance estimation for cross-sectional, longitudinal...
vardcrosannual
Variance estimation for measures of annual estimates for...
vardcrospoor
Variance estimation for cross-sectional, longitudinal...
vardom
Variance estimation of the sample surveys in domain by the...
vardomh
Variance estimation for sample surveys in domain for one or...
vardom_othstr
Variance estimation for sample surveys in domain by the two...
vardpoor-package
Variance Estimation for Sample Surveys by the Ultimate...
variance_est
Variance estimation for sample surveys by the ultimate...
variance_othstr
Variance estimation for sample surveys by the new...
varpoord
Estimation of the variance and deff for sample surveys for...
var_srs
The estimation of the simple random sampling.

Files in this package

vardpoor
vardpoor/inst
vardpoor/inst/COPYING
vardpoor/inst/BUGS
vardpoor/inst/CITATION
vardpoor/inst/NEWS
vardpoor/inst/DISCLAIMER
vardpoor/inst/README
vardpoor/NAMESPACE
vardpoor/R
vardpoor/R/lin.ratio.R
vardpoor/R/linrmir.R
vardpoor/R/vardcros.R
vardpoor/R/vardom.R
vardpoor/R/lingini2.R
vardpoor/R/lingpg.R
vardpoor/R/vardchangespoor.R
vardpoor/R/linqsr.R
vardpoor/R/vardom_othstr.R
vardpoor/R/variance_est.R
vardpoor/R/domain.R
vardpoor/R/vardomh.R
vardpoor/R/lingini.R
vardpoor/R/residual_est.R
vardpoor/R/vardchanges.R
vardpoor/R/var_srs.R
vardpoor/R/vardcrosannual.R
vardpoor/R/incPercentile.R
vardpoor/R/variance_othstr.R
vardpoor/R/linarpt.R
vardpoor/R/linarpr.R
vardpoor/R/linpoormed.R
vardpoor/R/vardcrospoor.R
vardpoor/R/vardchangannual.R
vardpoor/R/linrmpg.R
vardpoor/R/varpoord.R
vardpoor/R/linarr.R
vardpoor/MD5
vardpoor/README
vardpoor/DESCRIPTION
vardpoor/man
vardpoor/man/variance_othstr.Rd
vardpoor/man/vardom.Rd
vardpoor/man/vardchangespoor.Rd
vardpoor/man/linarr.Rd
vardpoor/man/vardcros.Rd
vardpoor/man/linpoormed.Rd
vardpoor/man/vardchanges.Rd
vardpoor/man/varpoord.Rd
vardpoor/man/vardcrosannual.Rd
vardpoor/man/incPercentile.Rd
vardpoor/man/vardpoor-package.Rd
vardpoor/man/vardchangannual.Rd
vardpoor/man/vardcrospoor.Rd
vardpoor/man/linrmir.Rd
vardpoor/man/var_srs.Rd
vardpoor/man/lin.ratio.Rd
vardpoor/man/linrmpg.Rd
vardpoor/man/linarpt.Rd
vardpoor/man/vardom_othstr.Rd
vardpoor/man/variance_est.Rd
vardpoor/man/lingini.Rd
vardpoor/man/lingpg.Rd
vardpoor/man/residual_est.Rd
vardpoor/man/lingini2.Rd
vardpoor/man/linarpr.Rd
vardpoor/man/vardomh.Rd
vardpoor/man/linqsr.Rd
vardpoor/man/domain.Rd