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Causal Data Science
A blog about causal inference in data science.
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Causal Data Science
I started a series of posts aimed at helping people learn about causality in data science (and science in general), and wanted to compile…
adam kelleher
Aug 12, 2016
Understanding Bias: A Pre-requisite For Trustworthy Results
Understanding Bias: A Pre-requisite For Trustworthy Results
It turns out that it’s shockingly easy to do some very reasonable things with data (aggregate, slice, average, etc.), and come out with…
adam kelleher
Jul 18, 2016
If Correlation Doesn’t Imply Causation, Then What Does?
If Correlation Doesn’t Imply Causation, Then What Does?
We’ve all heard in school that “correlation does not imply causation,” but what does imply causation?! The gold standard for establishing…
adam kelleher
Jun 27, 2016
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