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Causal Wizard app

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Causal Wizard app

How to design and manage a Machine Learning project

You’re about to start a new Machine Learning project. Maybe it’s your first industry project, or a new business problem. Perhaps you’re an…

Oct 25, 2023

How to design and manage a Machine Learning project

Oct 25, 2023

Causal Wizard app

A definitive guide to Refutation and Bootstrap-based statistical significance testing in DoWhy

This article was motivated by our need to fully understand the refutation tests in DoWhy, a popular Python library for Causal effect-size…

Jun 2

A definitive guide to Refutation and Bootstrap-based statistical significance testing in DoWhy

Jun 2

Causal Wizard app

Bug free is more important than fancy models

Risk Analysis

May 20

Bug free is more important than fancy models

May 20

Causal Wizard app

How to measure a causal relationship (part 2/2)

For part 1 (study design, setup and modelling), click here.

Jan 7

How to measure a causal relationship (part 2/2)

Jan 7

Causal Wizard app

How to measure a causal relationship (part 1/2)

For part 2, click here.

Jan 7

How to measure a causal relationship (part 1/2)

Jan 7

Causal Wizard app

Why and how to integrate Causality in predictive modelling

Maybe you’re a scientist, data-scientist, Machine-Learning or really any professional with some statistical experience. You’ve heard about…

Aug 24, 2023

Why and how to integrate Causality in predictive modelling

Aug 24, 2023

Causal Wizard app

Online Causal Diagram (and DAG) drawing / editing tools

Contents

Jul 2, 2023

Online Causal Diagram (and DAG) drawing / editing tools

Jul 2, 2023

Causal Wizard app

How to detect collider and mediator variables using Python and NetworkX

What are colliders and mediators?

Jun 16, 2023

How to detect collider and mediator variables using Python and NetworkX

Jun 16, 2023

Causal Wizard app

To avoid bias caused by confounding, you must control or condition on the right variables.

Observational studies look at existing, historical data and try to understand and model the interactions between variables — for example…

Jun 15, 2023

To avoid bias caused by confounding, you must control or condition on the right variables.

Jun 15, 2023

Causal Wizard app

ARCathon 2023

For those who missed the news, the ARC challenge is back for round 2 and running for the duration of 2023. We’ve formed a team and will be…

May 31, 2023

ARCathon 2023

May 31, 2023

Causal Wizard app

Causal Wizard app

https://causalwizard.app Blogging about Causal Inference case studies, and attacking the ARC challenge in 2023. Two things somewhat related by Machine Learning

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