signal detection analysis

This skill encodes expert methodological knowledge for applying Signal Detection Theory (SDT) to behavioral and cognitive science data. SDT separates an observer's perceptual sensitivity from their decision criterion -- a distinction that raw accuracy conflates. A competent programmer without cognitive science training would typically compute percent correct, missing the critical insight that two observers with id...

This skill was generated by AI from academic literature. All parameters, thresholds, and citations require independent verification before use in research. If you find errors, please open an issue.

Every SDT analysis begins with classifying each trial into one of four categories:

信号検出理論を認知科学データに適用するための、ドメイン検証済みの意思決定ロジック、公式、および解釈ガイドライン ソース: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills。