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Benjamin Vincent

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Did Your Rollout Actually Work?PyData London 20262026-06-05
Demonstrates that naive pre/post and standard two‑way fixed‑effects give biased answers for staggered rollouts and that an imputation / staggered DiD approach…
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Climbing the causal ladder for fun and profitPyData Global 20242024-12-03
Builds a Bayesian structural causal model in PyMC that uses a censored regression to infer latent demand under stockouts, fits with the PyMC do operator, and…
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What-if- Causal reasoning meets Bayesian InferencePyData Global 20222022-12-01
A Python package called CausalPy package implements quasi‑experimental designs and can fit either scikit‑learn estimators or PyMC Bayesian models; the demo…
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