A nonlinear regression approach to estimating signal detection models for rating data.

@article{Sheu2001ANR,
  title={A nonlinear regression approach to estimating signal detection models for rating data.},
  author={C F Sheu and Andrew Heathcote},
  journal={Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc},
  year={2001},
  volume={33 2},
  pages={108-14}
}
This paper considers a regression approach to estimating signal detection parameters for rating data. The methodology is based on the statistical modeling of ordinal data and requires only standard statistical software such as SAS (SAS/STAT User's Guide, 1999) for computation. The approach is more efficient than the current practice of extracting the parameter estimates with the use of specialized software and analyzing the estimates with the use of a standard statistical package. It greatly… CONTINUE READING