Counterfactual Inference Using Time Series Data

Shelby Temple
20 min readJun 11, 2023

In this article, we’ll explore a powerful causal inference technique that I believe every data scientist should have in their toolbox.

tfcausalimpact

This article has six sections:

1) Introduction

2) Quick Causal Inference Primer

3) Brief Description of Causal Impact Algorithm

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Shelby Temple

Telling stories with data. Likes data science, dogs, and dad jokes.