iqr_bounds

Flag outliers based on Interquartile Range (IQR).
Outliers are flagged if they are below Q1 - (mulitplier * IQR) or above Q3 + (multiplier * IQR).

Validates data frames against a defined schema. Produces a report of the checks performed and any issues found, with index and entry value where appropriate. Backend checks are performed using pointblank Richard Iannone et al (2025) <doi:10.32614/CRAN.package.pointblank>.

Analysis Standards and Pipelines Team (ONS) 

data.checker

Data Checker for Validating Data Frames Against Defined Schema

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iqr_bounds function

<dl><dt>x</dt>
<dd>A numeric vector.</dd>
<dt>multiplier</dt>
<dd>A numeric value to multiply the IQR by (default is 1.5).</dd></dl>

Arguments

Flag outliers based on Interquartile Range (IQR).
Outliers are flagged if they are below Q1 - (mulitplier * IQR) or above Q3 + (multiplier * IQR). — iqr_bounds

<dl>

<dt>x</dt>
<dd>A numeric vector.</dd>


<dt>multiplier</dt>
<dd>A numeric value to multiply the IQR by (default is 1.5).</dd>

</dl>

iqr_bounds: Flag outliers based on Interquartile Range (IQR). Outliers are flagged if they are below Q1 - (mulitplier * IQR) or above Q3 + (multiplier * IQR).

Description

Usage

Value

Arguments