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Fast Bayesian A/B and multivariate testing Guillermo Navas Palencia BBVA, Global Risk Management AnalyticsPyDay BCN 2019 Barcelona, 16th November 20191/33Table of ContentsBayesian testing framework
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Define your hypothesis and what you want to test with the fast Bayesian AB test.
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Randomly assign visitors or users to different variations of your test (control group vs. test group).
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Run the test for a sufficient duration to collect statistically significant results.
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Analyze the data using Bayesian statistics to determine the likelihood of each variation being better than the others.
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Make informed decisions based on the results of the fast Bayesian AB test.

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Fast Bayesian AB is a statistical method used for conducting A/B testing more efficiently by employing Bayesian inference, allowing for quicker decisions based on the observed data.
Businesses or organizations that conduct A/B testing and wish to report their findings to stakeholders may be required to file Fast Bayesian AB documentation, depending on regulatory requirements.
To fill out Fast Bayesian AB, practitioners must input relevant data from their A/B tests, including test group metrics, control group metrics, and calculated probabilities, following the specified format outlined in the guidelines.
The purpose of Fast Bayesian AB is to streamline the A/B testing process, providing a framework for analyzing test results using Bayesian methods to improve decision-making speed and accuracy.
Information that must be reported includes the test design, control and experiment group data, prior distributions, observed results, and any conclusions drawn from the analysis.
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