dataCorrections: Make corrections to data during preprocessing

In saharaja/imputeORS: Impute Missing Values in the BLS Occupational Requirements Survey

Description

During the analysis process we noticed some corrections/adjustments that needed to be made at the preprocessing stage.

Usage

dataCorrections(orsC)

Arguments

orsC	Completed data (output of fillMissingObservations(), or otherMissingObservations())

Details

The following corrections are completed:

(1) In the original data, the requirement 'Hearing requirements: Pass a hearing test' was split between 'Hearing requirements: Pass a hearing test' and 'Hearing requirements: Pass a hearing Test'; these are standardized to the former.

(2) Observations with 'FULLY MITIGATED' in the data_type_text field are removed.

(3) Levels for the synthetic additive group (requirement) 78, ('Sitting or standing/walking') are set as 'SIT' and 'STAND' under data_type_text.

(4) Data is explicitly formatted as a data frame.

Value

Data, updated with corrections

See Also

fillMissingObservations()

otherMissingObservations()

saharaja/imputeORS documentation built on Feb. 4, 2022, 12:27 a.m.