Quotation Grand, Alexandra, Dittrich, Regina, Francis, Brian. 2015. Markov models of dependence in longitudinal paired comparisons: anapplication to course design. Advances in Statistical Analysis 99 (2): S. 237-257.


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Abstract

This article suggests a new approach for modelling longitudinal paired comparison data. As individual preferences may change from one time point to another, we propose extending the basic loglinear Bradley Terry model by incorporating a Markovian structure with temporal within-comparison dependence parameters and parameters indicating the amount of change of the unknown preference parameters of the objects. We illustrate this approach by analysing a student survey relating to statistics course design with three time points.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Journal article
Journal Advances in Statistical Analysis (AStA)
Citation Index SCI
Language English
Title Markov models of dependence in longitudinal paired comparisons: anapplication to course design
Volume 99
Number 2
Year 2015
Page from 237
Page to 257
Reviewed? Y
URL http://link.springer.com/article/10.1007/s10182-014-0239-z
DOI http://dx.doi.org/10.1007/s10182-014-0239-z

Associations

Projects
The analysis of rank order preference data based on Bradley-Terry type models
People
Dittrich, Regina (Former researcher)
External
Francis, Brian (Lancaster University , United Kingdom)
Grand, Alexandra
Organization
Institute for Statistics and Mathematics IN (Details)
Competence Center for Empirical Research Methods WE (Details)
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