---
title: "#causal-events articles | Hashnode"
description: "Explore 2 articles tagged #causal-events on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/causal-events"
---

Tag

# #causal-events

2 posts · 1 followers

[David Rohde](https://hashnode.com/@davidrohde) · [Sep 17, 2025](https://hashnode.com/posts/if-you-run-an-interactive-system-then-you-shouldnt-need-to-worry-about-confounding/68ca0898f5edf53f7c44f70b)

### [If You Run An Interactive System Then You Shouldn't Need To Worry About Confounding](https://ml4interact.hashnode.dev/if-you-run-an-interactive-system-then-you-shouldnt-need-to-worry-about-confounding?utm_source=hashnode&utm_medium=feed)

Confounding can be defined as the presence of an unobserved (or ignored) covariate, which both determines the treatment allocation and the outcome to the treatment. An example that Ciaran M Gilligan Lee uses concerns vaccination during the COVID pand...

3 min read · [ml4interact.hashnode.dev](https://ml4interact.hashnode.dev/if-you-run-an-interactive-system-then-you-shouldnt-need-to-worry-about-confounding?utm_source=hashnode&utm_medium=feed)

[Udaysinh](https://hashnode.com/@suryawanshiuday) · [Jul 21, 2022](https://hashnode.com/posts/logical-clocks-lamport-clocks-and-vector-clocks/62d8e035ca829b4aca568af5)

### [Logical clocks - Lamport Clocks and Vector Clocks](https://knowthatstuff.hashnode.dev/logical-clocks-lamport-clocks-and-vector-clocks?utm_source=hashnode&utm_medium=feed)

Why do we need logical clocks? The concept of time is fundamental to our way of thinking about ordering of events in a system. Since physical clocks in a distributed system can drift among each other, it will be very difficult to enforce total orderi...

3 min read · [knowthatstuff.hashnode.dev](https://knowthatstuff.hashnode.dev/logical-clocks-lamport-clocks-and-vector-clocks?utm_source=hashnode&utm_medium=feed)