Too much model, too little data: How a maximum-likelihood fit of a psychometric function may fail, and how to detect and avoid this

Maximum-likelihood estimation of the parameters of a psychometric function typically occurs through an iterative search for the maximum value in the likelihood function defined across the parameter space. This procedure is subject to failure. First, iterative search procedures may converge on a loca...

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Bibliographic Details
Main Author: Prins, N. (Author)
Format: Article
Language:English
Published: Springer New York LLC 2019
Subjects:
Online Access:View Fulltext in Publisher