experiment_design#
Posterior-aware experiment design for marketing lift tests.
Public API#
- ExperimentDesigner
Main class for recommending experiments based on a fitted MMM.
- ExperimentRecommendation
Dataclass representing a single recommended experiment design.
- ExperimentRecommendations
Sequence container returned by
ExperimentDesigner.recommend().- generate_experiment_fixture
Utility for generating realistic InferenceData test fixtures.
Modules
ExperimentDesigner: posterior-aware experiment design for lift tests. |
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Fixture generation for ExperimentDesigner demos and tests. |
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ExperimentRecommendation dataclass, container, and rationale template. |