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:

將訊號檢測理論應用於認知科學數據的經過領域驗證的決策邏輯、公式和解釋指南 來源：haoxuanlithuai/awesome_cognitive_and_neuroscience_skills。