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Multiple comparisons in two-factor testing of psychophysical thresholds by the delta test method
Authors:Norihiro Mita  Hiroshi Sasaki  Kazutaka Kani  Akio Tabuchi
Affiliation:1. Department of Ophthalmology, Kanazawa Medical University, Uchinada-Ishikawa, Japan;2. Department of Orthoptics and Visual Science, Kyushu University of Health and Welfare, Nobeoka, Japan;3. Department of Sensory Science, Kawasaki University of Medical Welfare, Kurashiki, Japan
Abstract:We propose an algorithm of multiple comparisons in two-factor testing of psychophysical thresholds. We use logistic regression combined with guessing rate and adopt the step-down procedure with Ryan–Einot–Gabriel–Welsch (REGW) significance levels for multiple test. We test hypotheses of main effects and interaction in two-factor problem by using the delta test statistics.
Keywords:Delta test statistics  Multiple comparisons  REGW significance levels  Step-down procedure  Two-factor testing
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