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Methodology Matters

P. Richard Hahn

P. Richard Hahn's methodological missives.

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PricingOnly free issuesPublishesDaily
Issues26Foundeda year agoLast Issue10 days ago
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Latest Issues

Types of Uncertainty

I’m teaching hypothesis testing to undergraduates again.

I always feel like the better I explain it the more they don’t understand why that’s a useful way of thinking about things.

Which got me thinking about types of uncertaint...

10 days ago
11
2

On Methodological Virtue

Methodological Virtue is Use-Specific

Distinct methodological cultures arise from different communities working on distinct use-cases. Because the uses of data analysis are many, the subcultures are many. Indeed, subject matter areas i...

13 days ago
12
2

Philosophy Books for Data Scientists

What follows is a list of my favorite philosophy books that I think have important and useful lessons for practicing data scientists.

Introductory/survey

Philosophy of Science: A Very Short Introduction. This slim volume captures the...

23 days ago
121
13

CATE and n-of-1 trials

Often when I post on social media about using machine learning to estimate heterogeneous treatment effects, someone shows up in the comments to explain to me why I’m wrong. Sometimes it’s because genomics-based personalized medicine has bee...

a month ago
17

RCTs: Crucial Yet Crucially Limited

All too often, the discourse about randomized controlled trials looks like an intractable rivalry between two tribes, the RCT-or-bust tribe and the RCTs-have-critical-flaws tribe. The former brook no criticism and look down their noses at t...

2 months ago
16

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