A Python package for the statistical analysis of A/B tests
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Apr 2, 2026 - Python
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cuped
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因果推理&AB实验相关论文小书库
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Mar 12, 2023
Theory and implementatuon of various A/B experiments
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Jun 9, 2020 - Jupyter Notebook
AB testing, stattests, poisson bootstrap, cuped, linearization
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Apr 23, 2023 - Jupyter Notebook
Independent validation of Zetyra statistical calculators — 629 tests across GSD, CUPED, Bayesian, SSR, RAR, and Master Protocol (basket, umbrella, platform) calculators. Includes I-SPY 2, STAMPEDE, and REMAP-CAP trial replications.
python r validation monte-carlo fda biostatistics clinical-trials bayesian sample-size adaptive-design prior-elicitation gsdesign cuped group-sequential-designs basket-trial master-protocol statistical-validation bayesian-toolkit group-sequential platform-trial
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Mar 19, 2026 - Python
Тыкаюсь в темах интенсива A/B-week от ШАДа
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Aug 13, 2025 - Jupyter Notebook
A/B testing statistics, design, increasing sensitivity, multiple experiments comparison, traffic splitting and full A/B testing pipeline in Python
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Sep 9, 2023 - Jupyter Notebook
Minimal reproducible simulations: CUPED vs variance-weighted estimation on synthetic A/B-style data (companion to a technical article).
python statistics simulation ab-testing causal-inference variance-reduction online-experiments cuped
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Mar 23, 2026 - Python
End-to-end A/B experimentation toolkit: experiment readouts, MDE & power calculations, CUPED variance reduction, and decision-focused reporting in a Big Tech economist style.
python econometrics experimentation ab-testing causal-inference mde power-analysis cuped big-tech-economist
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Jan 14, 2026 - HTML
Experimentation and causal inference platform for product decision systems, implementing A/B testing, CUPED variance reduction, and Difference-in-Differences analysis with reproducible pipelines.
ab-testing causal-inference product-analytics difference-in-differences experimentation-platform cuped
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Feb 20, 2026 - Jupyter Notebook
Modern A/B experimentation utilities: CUPED/CUPAC hooks, triggered analysis, SRM, switchback helpers, and power sims.
python statistics experimentation ab-testing srm causal-inference variance-reduction power-analysis cuped switchback
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Jan 5, 2026 - Python
Production A/B testing framework with Budget A/B, CUPED variance reduction, and sequential testing - DoorDash methodology
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Feb 1, 2026 - Python
Educational projects on online experiments
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Aug 8, 2024 - Jupyter Notebook
A/B test lift simulation & analysis in Python: CUPED variance reduction, power analysis, and guardrail metrics with reproducible pytest CI.
python statistics pandas pytest scipy experimentation ab-testing srm causal-inference power-analysis github-actions cuped
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Nov 16, 2025 - Python
Cost & Commercial Analytics — should-cost modeling, OCOGS tracking, make-vs-buy analysis, price elasticity, DoWhy causal inference, CUPED A/B testing (-55%) | 500 SKUs · 12 Plants · 5 Suppliers · 7 Countries | Enterprise: K8s + Helm + Terraform + MLflow | 209 tests
python docker kubernetes helm supply-chain ab-testing causal-inference uplift-modeling mlops mlflow fastapi price-elasticity cuped pandera dowhy drift-monitoring cost-analytics should-cost ocogs make-vs-buy
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Mar 26, 2026 - Python
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