GenerateCodeToRemoveOutliers: Autogenerate code for removing out of range values (set to...

In smockin/RedcapData: Data management utility support for REDCap repositories

Autogenerate code for removing out of range values (set to NA) in REDCap data

Description

This is a utility function that employs code generation to produce r code for cleaning data.

Usage

generate_remove_outliers_code(metadata, dataset_name = "data")

Arguments

metadata	REDCap metadata
dataset_name	Name of the dataset that will be recorded

Details

Using the redcap metadata, code is generated that removes out-of-range data from repo.

This is necessary to avoid over or undeestimation during data analysis which often distorts the results.

Value

Code that can be evaluated to clean data

See Also

Other Code Generators: generate_data_validation_code, generate_date_conversion_code, generate_formatting_code, generate_remove_missing_code

smockin/RedcapData documentation built on Feb. 2, 2023, 3:19 a.m.