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Purdue University

Department of Psychological Sciences Faculty Publications

2011

Multinomial processing trees

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Full-Text Articles in Social and Behavioral Sciences

Multiplicatively Interacting Factors Selectively Influencing Parameters In Multiple Response Class Processing And Rate Trees, Richard Schweickert, Zhuangzhuang Xi Jan 2011

Multiplicatively Interacting Factors Selectively Influencing Parameters In Multiple Response Class Processing And Rate Trees, Richard Schweickert, Zhuangzhuang Xi

Department of Psychological Sciences Faculty Publications

Evidence in many experiments indicates that the processes involved in producing responses are arranged in a tree structure. Evidence often indicates further that an experimental factor, such as item similarity, changes a single parameter, leaving others invariant. In typical studies, a few tree structures are hypothesized a priori, and tested by goodness of fit. With the method of Tree Inference, a tree is constructed by examining the data to see if patterns occur that are predicted when two factors selectively influence different processes (Schweickert & Chen, 2008). The patterns can reveal, for example, whether selectively influenced processes are executed in …