Hurley, Catherine B. (1993) The Plot-Data Interface in Statistical Graphics. Journal of Computational and Graphical Statistics, 2 (4). pp. 365-379. ISSN 1061-8600
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Abstract
Statistical software systems include modules for manipulating data sets, model fitting, and graphics. Because plots display data, and models are fit to data, both the model-fitting and graphics modules depend on the data. Today's statistical environments allow the analyst to choose or even build a suitable data structure for storing the data and to implement new kinds of plots. The multiplicity problem caused by many plot varieties and many data representations is avoided by constructing a plot-data interface. The interface is a convention by which plots communicate with data sets, allowing plots to be independent of the actual data representation. This article describes the components of such a plot-data interface. The same strategy may be used to deal with the dependence of model-fitting procedures on data.
| Item Type: | Article |
|---|---|
| Keywords: | Abstraction barrier; Interactive plots; Software design; |
| Academic Unit: | Faculty of Science and Engineering > Mathematics and Statistics |
| Item ID: | 10152 |
| Identification Number: | 10.2307/1390691 |
| Depositing User: | Dr. Catherine Hurley |
| Date Deposited: | 24 Oct 2018 14:23 |
| Journal or Publication Title: | Journal of Computational and Graphical Statistics |
| Publisher: | Taylor & Francis, Ltd. on behalf of the American Statistical Association |
| Refereed: | Yes |
| Related URLs: | |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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