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Description

nipnTK nipnTK-package
NiPN data quality toolkit
outliersUV()
IQR to detect univariate outliers
rl.ex01
Example dataset for checking ranges and legal values

Using scatterplots to identify outliers

outliersMD()
Mahalanobis distance to detect bivariate outliers
sp.ex01
Example dataset for using scatterplots to identify outliers
sp.ex02
Example dataset for using scatterplots to identify outliers

Identifying outliers using flags

national.SMART()
Add SMART flags to a stratified sample survey (e.g. MICS, DHS, national SMART)
flag.ex01
Example dataset for identifying outliers using flags
flag.ex02
Example dataset for identifying outliers using flags
flag.ex03
Example dataset for identifying outliers using flags

Distribution of variable and indices

histNormal()
Histogram with normal curve superimposed to help with “by-eye” assessments of normality of distribution
qqNormalPlot()
Normal quantile-quantile plot
skewKurt()
Skew and kurtosis
print(<skewKurt>)
print() helper function for skewKurt() function
dist.ex01
Example dataset for distributions of variables and indices

Digit preference

fullTable()
Fill out a one-dimensional table to include a specified range of values
digitPreference()
Digit preference test
plot(<digitPreference>)
plot() helper function for digitPreference() function
print(<digitPreference>)
print() helper function for digitPreference() function
dp.ex01
Example dataset for digit preference function

Age heaping

ageHeaping()
Age-heaping analysis
plot(<ageHeaping>)
plot() helper functions for ageHeaping() functions
print(<ageHeaping>)
print() helper functions for ageHeaping() functions
dp.ex02
Example dataset for digit preference function
ah.ex01
Example dataset for age heaping function

Sex ratio

sexRatioTest()
Sex Ratio Test
print(<sexRatioTest>)
print() helper function for sexRatioTest() function
dp.ex02
Example dataset for digit preference function

Age and sex distributions

ageChildren()
Goodness of fit to an expected (model-based) age distribution
plot(<ageChildren>)
Plot helper function for ageChildren() function
print(<ageChildren>)
print() helper function for ageChildren() function
ageRatioTest()
Age ratio test
print(<ageRatioTest>)
print() helper function for ageRatioTest() function
sexRatioTest()
Sex Ratio Test
pyramid.plot()
Pyramid plot function for creating population pyramids.
as.ex01
Example dataset for age and sex distributions function
as.ex02
Example dataset for age and sex distributions function
dp.ex02
Example dataset for digit preference function
dp.ex03
Example dataset for digit preference

Utility

boxText()
Plot text in a coloured bounding box.
greensIndex()
Green's Index of Dispersion
print(<greensIndex>)
print() helper function for print.greensIndex() function