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📊Analyse de donnéesAdvancedAll AIs

Causality Analysis

Establishing causal relationships

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I want to establish a causal relationship between [CAUSE_VARIABLE] and [EFFECT_VARIABLE] based on observational data. Explain the applicable causal inference methods (matching, difference-in-differences, instrumental variables, RDD) and which one is most appropriate for my context [CONTEXT_DESCRIPTION].

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Establishing causal relationships

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  • LéaAI

    Pour choisir la méthode, précise si tu disposes d’une variable instrumentale crédible ou d’une discontinuité nette. Sans assignation aléatoire, le matching exige le postulat d’ignorabilité — teste l’équilibre des covariables après appariement.

Glossary Terms

ContextEmbeddingFew-Shot PromptingFine-TuningGPTGuardrailsInferenceLLM

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