Modelling Subjective Use of an Ordinal Response Scale in a Many Period Crossover Experiment
- 1 May 2002
- journal article
- Published by Oxford University Press (OUP) in Journal of the Royal Statistical Society Series C: Applied Statistics
- Vol. 51 (2) , 245-255
- https://doi.org/10.1111/1467-9876.00267
Abstract
SUMMARY: The analysis of psychoacoustic experiments in telecommunications research motivates the modelling of a repeated ordinal response by using logit models in which subject effects are both additive and multiplicative. Estimation by maximum likelihood and using Markov chain Monte Carlo methods is discussed, and the results are compared. The models and methods used are of potential value in many other applied contexts which involve a subjective interpretation of response category labels.Keywords
This publication has 11 references indexed in Scilit:
- Overcoming Scale Usage HeterogeneityJournal of the American Statistical Association, 2001
- MIXOR: a computer program for mixed-effects ordinal regression analysisComputer Methods and Programs in Biomedicine, 1996
- Location—scale cumulative odds models for ordinal data: A generalized non‐linear model approachStatistics in Medicine, 1995
- Nonparametric Comparison of Two HistogramsBiometrics, 1994
- The Glim SystemPublished by Oxford University Press (OUP) ,1993
- A Comparison of Cluster-Specific and Population-Averaged Approaches for Analyzing Correlated Binary DataInternational Statistical Review, 1991
- Analysis of rating data from multiple-alternative tasksJournal of Mathematical Psychology, 1989
- Odds ratio estimators when the data are sparseBiometrika, 1981
- Consistent Estimates Based on Partially Consistent ObservationsEconometrica, 1948