Benjamin T. Vincent
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Goodness of fit is not the objective in causal-first projects
Maximizing for decision outcomes, not just predictive performance
causality
marketing
decision-making
Imagine an online shop deciding whether to spend more money showing ads to people who have already visited its website. That practice is often called
retargeting
(also…
Feb 23, 2026
Benjamin Vincent
Bayesian models + grammar of graphics + Python = ❤️
python
bayes
data-viz
Bayesian modelling in Python is pretty solid: We’ve got PyMC for model building and inference, ArviZ covers diagnostics and plotting, and we’ve got helpful pacakges like Bambi…
Apr 24, 2025
Benjamin Vincent
Causal Inference: have you been doing science wrong all this time?
python
bayes
causality
If you are a researcher in academia or industry, depending where you are in your causal journey, this post may blow your mind! Its primary purpose is to convey that if you…
Jul 30, 2023
Benjamin Vincent
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