List: Causal Inference | Curated by Gustavo R Santos

Dec 14, 2024
9 stories
Causal Inference
In
Data Hackers
by
Edson Junior
Controle Sintético: Como Aplicar Inferência Causal na PráticaUma abordagem para identificar e medir impactos de intervenções reais
Nov 28, 2024
Nov 28, 2024
In
TDS Archive
by
Eyal Kazin PhD
🧠🧹 Causality - Mental Hygiene for Data ScienceHarness The Power of Why with Causal Tools.
Nov 28, 2024
2
Nov 28, 2024
2
In
TDS Archive
by
Samuele Mazzanti
Using Causal ML Instead of A/B TestingIn complex environments, Causal ML is a powerful tool because it is more flexible than A/B Testing, and it doesn’t require strong…
Nov 29, 2022
17
Nov 29, 2022
17
Robson Tigre
Part 1: Simplifying causal inference to connect stakeholders and data scientistsBridging the causal inference gap between business and data people
Aug 27, 2024
Aug 27, 2024
In
AI Advances
by
Jimmy Hajime Takeda
Uplift Modeling: Advanced Customer Targeting with Causal Machine LearningExploring the Concepts, Algorithms, and Code with CausalML
Sep 22, 2024
12
Sep 22, 2024
12
In
TDS Archive
by
Arthur Cruiziat
From insights to impact: leveraging data science to maximize customer valueUplift modeling: how causal machine learning transforms customer relationships and revenue
Aug 13, 2024
4
Aug 13, 2024
4
In
TDS Archive
by
Eyal Kazin PhD
➡️ Start Asking Your Data “Why?” - A Gentle Intro To CausalityBegin your causal journey with visual demonstrations and resources.
Sep 12, 2024
4
Sep 12, 2024
4
In
TDS Archive
by
Lukasz Szubelak
Exploring causality in Python. Difference-in-differencesEstablishing causality is one of the most important (although quite often neglected) areas of analytical work. In an upcoming series of…
Apr 8, 2024
7
Apr 8, 2024
7
In
TDS Archive
by
Lukasz Szubelak
Causal Inference with Python: A Guide to Propensity Score MatchingAn introduction to estimating treatment effects in non-randomized settings using practical examples and Python code
Jul 2, 2024
4
Jul 2, 2024
4