LinkedIn

Causal Inference in Decision Intelligence – Part 5: The Business Case and Running Example

This article is part of an ongoing series that explores how Causal Inference enhances Decision Intelligence by integrating concepts from multiple disciplines to improve decision-making efficiency.
LinkedIn

Causal Inference in Decision Intelligence – Part 1: A Motivating Example

This article is part of an ongoing series that explores how Causal Inference enhances Decision Intelligence by integrating concepts from multiple disciplines to improve decision-making efficiency.
GitHub

Advanced Causal Inference: A Graduate Econometrician's Field Guide

Running example: What is the causal effect of health insurance access on health and financial outcomes? A rigorous, practical guide to modern causal inference methods for readers who already hold a ...
Nature

Algorithms for reliable decision-making need causal reasoning

Decision-making inherently involves cause–effect relationships that introduce causal challenges. We argue that reliable algorithms for decision-making need to build upon causal reasoning. Addressing ...
Nature

A quantum advantage for inferring causal structure

The slogan ‘correlation does not imply causation’ is meant to capture the fact that any joint probability distribution over two variables can be explained not only by a causal influence of one ...