Share Email Print

Journal of Electronic Imaging • Open Access

Empirical formula for creating error bars for the method of paired comparison
Author(s): Ethan D. Montag

Paper Abstract

The method of paired comparison based on Thurstone's case V of his law of comparative judgments is often used as a psychophysical method to derive interval scales of perceptual qualities in imaging applications. However, methods for determining confidence intervals and critical distances for significant differences have been elusive, leading some to abandon the simple analysis provided by Thurstone's formulation. Monte Carlo simulations of paired comparison experiments were performed in order to derive an empirical formula for determining error. The results show that the variation in the distribution of experimental results can be well predicted as a function of stimulus number and the number of observations. Using these results, confidence intervals and critical values for comparisons can be made using traditional statistical methods.

Paper Details

Date Published: 1 January 2006
PDF: 3 pages
J. Electron. Imag. 15(1) 010502 doi: 10.1117/1.2181547
Published in: Journal of Electronic Imaging Volume 15, Issue 1
Show Author Affiliations
Ethan D. Montag, Rochester Institute of Technology (United States)

© SPIE. Terms of Use
Back to Top