Temporal dependence in longitudinal paired comparisons

Dittrich, Regina and Francis, Brian and Katzenbeisser, Walter (2008) Temporal dependence in longitudinal paired comparisons. Research Report Series / Department of Statistics and Mathematics, 67. Department of Statistics and Mathematics, WU Vienna University of Economics and Business, Vienna.

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Abstract

This paper develops a new approach to the analysis of longitudinal paired comparison data, where comparisons of the same objects by the same judges are made on more than one occasion. As an alternative to other recent approaches to such data, which are based on Kalman filter- ing, our approach treats the problem as one of multivariate multinomial data, allowing dependence terms between comparisons over time to be incorporated. The resulting model can be fitted as a Poisson log-linear model and has parallels with the quadratic binary exponential distribution of Cox. An example from the British Household Panel Survey illustrates the approach. (author´s abstract)

Item Type: Paper
Keywords: Bradley-Terry model / multiple multinomial responses / log-linear model / conditional log-odds ratio / paired comparison data
Classification Codes: RVK SK 840
Divisions: Departments > Finance, Accounting and Statistics > Statistics and Mathematics
Depositing User: Repository Administrator
Date Deposited: 04 Jul 2008 18:58
Last Modified: 22 Oct 2019 00:41
URI: https://epub.wu.ac.at/id/eprint/1452

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