Zeileis, Achim, Meyer, David, Hornik, Kurt. 2007. Residual-based shadings for visualizing (conditional) independence.. Journal of Computational and Graphical Statistics 16 (3): 507-525.
BibTeX
Abstract
Residual-based shadings for enhancing mosaic and association plots to visualize independence models for contingency tables are extended in two directions: (a) perceptually uniform Hue-Chroma-Luminance (HCL) colors are used and (b) the result of an associated significance test is coded by the appearance of color in the visualization. For obtaining (a), a general strategy for deriving diverging palettes in the perceptually-based HCL space is suggested. As for (b), cut offs that control the appearance of color are computed in a data-driven way based on the conditional permutation distribution of maximum-type test statistics. The shadings are first established for the case of independence in 2-way tables and then extended to more general independence models for multi-way tables, including in particular conditional independence models.
Tags
Press 'enter' for creating the tagPublication's profile
Status of publication | Published |
---|---|
Affiliation | WU |
Type of publication | Journal article |
Journal | Journal of Computational and Graphical Statistics |
Citation Index | SCI |
WU-Journal-Rating new | FIN-A, VW-C |
Language | English |
Title | Residual-based shadings for visualizing (conditional) independence. |
Volume | 16 |
Number | 3 |
Year | 2007 |
Page from | 507 |
Page to | 525 |
Reviewed? | Y |
URL | http://statmath.wu.ac.at/~zeileis/papers/Zeileis+Meyer+Hornik-2007.pdf |
Associations
- People
- Zeileis, Achim (Former researcher)
- Meyer, David (Former researcher)
- Hornik, Kurt (Details)
- Organization
- Institute for Statistics and Mathematics IN (Details)
- Institute for Information Systems and Society IN (Details)
- Research Institute for Computational Methods FI (Details)