Proportional odds model - a quantile approach

The paper discusses a quantile-based definition for the well-known proportional odds model. We present various reliability properties of the model using quantile functions. Different ageing properties are derived. A generalization for the class of distributions with bilinear hazard quantile function...

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Bibliographic Details
Published in:Journal of applied statistics 2019-08, Vol.46 (11), p.1937-1955
Main Authors: Kumar M, Dileep, PG, Sankaran, Nair N, Unnikrishnan
Format: Article
Language:English
Subjects:
equilibrium distribution
hazard quantile function
L-moments
mean residual quantile function
Proportional odds model
quantile function
Regression analysis
Statistical methods
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Summary:The paper discusses a quantile-based definition for the well-known proportional odds model. We present various reliability properties of the model using quantile functions. Different ageing properties are derived. A generalization for the class of distributions with bilinear hazard quantile function is established and the practical application of this model is illustrated with a real-life data set.
ISSN:0266-4763
1360-0532
DOI:10.1080/02664763.2019.1572724