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Eyal Kazin

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🧠🧹 Causality - Mental Hygiene for Data SciencePyData Global 20242024-12-03
Claims that assessing whether causality applies yields value even if full causal inference is infeasible, and that using concrete tools changes outcomes: the…
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Hypothesis Testing Stop Criterion with “Precision Is The Goal”PyData Global 20222022-12-01
Claim: Bayesian HDI with ROPE does not magically fix sequential stopping bias; simulations with Bernoulli coin flips and Python notebooks show HDI+ROPE can…
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Everything That You Wanted To Know About P-Values But Were Afraid To AskPyData Global 20222022-12-01
Claim: p-values have no acceptance signal. Evidence: simulated thousands of binomial trials with 256 tosses per experiment and binned p-values, showing a flat…
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A Gentle Introduction To Causal InferencePyData Global 20222022-12-01
Claims that causal relationships are recoverable from observational data without running RCTs, demonstrates with a 10,000‑patient example where the population…
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Hypothesis Testing Stop Criterion with "Precision Is The Goal"PyData London 20222022-06-17
Claims that Bayesian methods do not magically fix sequential stopping and instead recommends stopping on interval precision is the goal rather than p-value…
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Improved Decision Making with Pareto FrontsPyConline AU 20212021-09-10
Claims that Pareto fronts expose the set of non‑dominated tradeoffs so no precommitted weighting is needed, and that holding subjective choices until after…
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A Hands-On Introduction To Multi-Objective OptimizationPyCon US 20212021-05-14
Hands-on material uses Git-hosted Jupyter notebooks and Google Colab to solve a knapsack: minimize bag weight while maximizing value, with code that finds…
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