Open Access
2013 Cartesian displays of many interval estimates
Mario Peruggia, Jason Hsu, Yifan Huang
Electron. J. Statist. 7: 91-104 (2013). DOI: 10.1214/12-EJS761

Abstract

We consider the problem of constructing static graphical representations of a large number of interval estimates. Because of clutter, traditional graphical summaries are visually ineffective for representing more then a few intervals. The Cartesian displays introduced in this article overcome the limitations stemming from visual clutter and can represent effectively very many intervals. The construction of a Cartesian display for symmetric intervals is first presented in the context of a multiple comparisons application. Generalizations involving the representation of asymmetric intervals are then introduced and used to summarize aspects of the posterior distributions of numerous parameter contrasts in two hierarchical Bayes models.

Citation

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Mario Peruggia. Jason Hsu. Yifan Huang. "Cartesian displays of many interval estimates." Electron. J. Statist. 7 91 - 104, 2013. https://doi.org/10.1214/12-EJS761

Information

Published: 2013
First available in Project Euclid: 24 January 2013

zbMATH: 1336.62035
MathSciNet: MR3020415
Digital Object Identifier: 10.1214/12-EJS761

Keywords: Hierarchical Bayes models , midpoint-radius representation , Multiple comparisons

Rights: Copyright © 2013 The Institute of Mathematical Statistics and the Bernoulli Society

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