Treatment Heterogeneity and Machine Learning: Promise and Caution

Name: Northwind Instrumentation Summit
Start: 2026-10-30T00:00:00.000Z
End: 2026-11-02T00:00:00.000Z
Location: Harbourview Convention Centre

Tomasz Nowak

Principal Data Scientist, Northwind Scientific Instruments

Day 34:05 pm – 4:50 pmSeminar Room 2.1 (L2-SEM-1)

Part of: Statistical Pitfalls in Subgroup Analysis (3:20 pm – 4:50 pm)

Abstract

What causal machine-learning methods can add to subgroup analysis, and where they mislead.

Description

Presented in “Statistical Pitfalls in Subgroup Analysis”.

About the Speaker

Tomasz Nowak

Principal Data Scientist, Northwind Scientific Instruments

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Q&A for Treatment Heterogeneity and Machine Learning: Promise and Caution

Details

Duration45 min

RoomSeminar Room 2.1 (L2-SEM-1)

Statistical Pitfalls in Subgroup Analysis

3:20 pm – 4:50 pm

Seminar Room 2.1

1 talk in this session

View Session

Other Talks in This Session

Judging the Credibility of a Subgroup Effect

Daniel Reyes

3:20 pm – 4:05 pm