Description

nipnTK

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 with print() and plot() helper function

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