The Measurement Minute by Gary Angel 
  
If a model didn’t use gender as a variable, it can’t be gender-biased…right? Totally wrong. Because correlations to protected variables are everywhere in our world, it’s not only easy for an analyst to duck around restrictions on using protected variables, it’s actually pretty hard to avoid doing it.

The Measurement Minute by Gary Angel If a model didn’t use gender as a variable, it can’t be gender-biased…right? Totally wrong. Because correlations to protected variables are everywhere in our world, it’s not only easy for an analyst to duck around restrictions on using protected variables, it’s actually pretty hard to avoid doing it.

The Measurement Minute by Gary Angel 
&nbsp; 
If a model didn’t use gender as a variable, it can’t be gender-biased…right? Totally wrong. Because correlations to protected variables are everywhere in our world, it’s not only easy for an analyst to duck around restrictions on using protected variables, it’s actually pretty hard to avoid doing it. 
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The Problem of Correlation: Why you don’t need to have a variable to use it

Short (about 1 Minute) microcasts highlighting issues in analytics and enterprise measurement

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The Problem of Correlation: Why you don’t need to have a variable to use it

The Problem of Correlation: Why you don’t need to have a variable to use it