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Article
Open AccessEmotional event perception is related to lexical complexity and emotion knowledge
Inferring emotion is a critical skill that supports social functioning. Emotion inferences are typically studied in simplistic paradigms by asking people to categorize isolated and static cues like frowning fa...
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Article
Modeling Within-Item Dependencies in Parallel Data on Test Responses and Brain Activation
In this paper, we propose a joint modeling approach to analyze dependency in parallel response data. We define two types of dependency: higher-level dependency and within-item conditional dependency. While hig...
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Article
Trivariate Theory of Mind Data Analysis with a Conditional Joint Modeling Approach
Theory of mind (ToM) is an essential social-cognitive ability to understand one’s own and other people’s mental states. Neural data as well as behavior data have been utilized in ToM research, but the two type...