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Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R | O'Connell | Journal of Statistical Software
Authors: Mark O'Connell, Catherine B. Hurley, Katarina Domijan
Title: Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R
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.

Page views:: 2147. Submitted: 2016-03-03. Published: 2017-10-16.
Paper: Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R     Download PDF (Downloads: 950)
Supplements:
condvis_0.4-2.tar.gz: R source package Download (Downloads: 44; 177KB)
v81i05.R: R replication code Download (Downloads: 70; 3KB)
interactive-example-1.R: R example code for interacting with a single R plot. Download (Downloads: 78; 1KB)
interactive-example-2.R: R example code for interacting with a single R plot, and propagating the change to another plot. Download (Downloads: 57; 1KB)
interactive-example-3.R: R Example of interacting with multiple R plots, propagating the changes to the other plots as required. This currently seems to work only in Windows. Download (Downloads: 62; 2KB)

DOI: 10.18637/jss.v081.i05

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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.