checkMissings: Check and Adjust Missing Tags

In eatGADS: Data Management of Large Hierarchical Data

Check and Adjust Missing Tags

Description

Functions to check if missings are tagged and labeled correctly in a GADSdat object.

Usage

checkMissings(
  GADSdat,
  missingLabel = "missing",
  addMissingCode = TRUE,
  addMissingLabel = FALSE
)

checkMissingsByValues(GADSdat, missingValues = -50:-99, addMissingCode = TRUE)

Arguments

GADSdat	GADSdat object imported via eatGADS.
missingLabel	Single regular expression indicating how missing labels are commonly named in the value labels.
addMissingCode	If TRUE, missing tags are added according to missingLabel or missingValues.
addMissingLabel	If TRUE, "generic missing" is added according to occurrence of "miss" in "missings". As often various value labels for missings are used, this argument should be used with great care.
missingValues	Numeric vector of values which are commonly used for missing values.

Details

checkMissings() compares value labels (valLabels) and missing tags (missings) of a GADSdat object and its meta data information. checkMissingsByValues() compares labeled values (value) and missing tags (missings) of a GADSdat object and its meta data information. Mismatches are reported and can be automatically adjusted. Note that all checks are only applied to the meta data information, not the actual data. For detecting missing value labels, see checkMissingValLabels.

Value

Returns a GADSdat object with - if specified - modified missing tags.

Functions

• checkMissings(): compare missing tags and value labels

• checkMissingsByValues(): compare missing tags and values in a certain range

Examples

# checkMissings
pisa2 <- changeValLabels(pisa, varName = "computer_age",
                        value = 5, valLabel = "missing: No computer use")

pisa3 <- checkMissings(pisa2)

# checkMissingsByValues
pisa4 <- changeValLabels(pisa, varName = "computer_age",
                        value = c(-49, -90, -99), valLabel = c("test1", "test2", "test3"))

pisa5 <- checkMissingsByValues(pisa4, missingValues = -50:-99)

eatGADS documentation built on June 8, 2025, 12:42 p.m.