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O'Connell, Mark, Hurley, Catherine B. and Domijan, Katarina (2017) Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R. Journal of Statistical Software, 81 (5). ISSN 1548-7660
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Abstract
The condvis package is for interactive visualization of sections in data space, showing fitted models on the section, and observed data near the section. The primary goal is the interpretation of complex models, and showing how the observed data support the fitted model. There is a video accompaniment to this paper available at https: //www.youtube.com/watch?v=rKFq7xwgdX0.
| Item Type: | Article |
|---|---|
| Additional Information: | This work is licensed under the licenses: Paper: Creative Commons Attribution 3.0 Unported License; Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license. |
| Keywords: | interactive; graphics; regression; classification; blackbox models; |
| Academic Unit: | Faculty of Science and Engineering > Mathematics and Statistics |
| Item ID: | 10012 |
| Identification Number: | 10.18637/jss.v081.i05 |
| Depositing User: | Katarina Domijan |
| Date Deposited: | 27 Sep 2018 13:21 |
| Journal or Publication Title: | Journal of Statistical Software |
| Publisher: | Foundation for Open Access Statistics |
| Refereed: | Yes |
| Related URLs: | |
| URI: | https://mu.eprints-hosting.org/id/eprint/10012 |
| 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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