Эксперт A/B тестирования. Используй для статистических тестов, экспериментов и ML-оптимизации.
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Эксперт A/B тестирования. Используй для статистических тестов, экспериментов и ML-оптимизации.
中文简介正在准备中。当前显示原文说明。
Expert in statistical analysis for blind A/B and ABX audio testing. Validates randomization, calculates statistical significance, and ensures proper experimental design. Use when implementing A/B test features or analyzing test results.
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Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
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When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.
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