Bradley-Terry models in R
UNSPECIFIED (2005) Bradley-Terry models in R. JOURNAL OF STATISTICAL SOFTWARE, 12 (1). pp. 1-12. ISSN 1548-7660Full text not available from this repository.
This paper describes the R add-on package BradleyTerry, which facilitates the specification and fitting of Bradley-Terry logit models to pair-comparison data. Included are the standard 'unstructured' Bradley-Terry model, structured versions in which the parameters are related through a linear predictor to explanatory variables, and the possibility of an order or 'home advantage' effect. Model fitting is either by maximum likelihood or by bias-reduced maximum likelihood in which the first-order asymptotic bias of parameter estimates is eliminated. Also provided are a simple and efficient approach to handling missing covariate data, and suitably-defined residuals for diagnostic checking of the linear predictor; these are new methodological contributions which will be discussed in greater detail elsewhere.
|Item Type:||Journal Article|
|Subjects:||Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Q Science > QA Mathematics
|Journal or Publication Title:||JOURNAL OF STATISTICAL SOFTWARE|
|Publisher:||JOURNAL OF STATISTICAL SOFTWARE|
|Number of Pages:||12|
|Page Range:||pp. 1-12|
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