Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R

Mark O'Connell, Catherine B. Hurley, Katarina Domijan

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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.

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Paper R package (condvis) R replication code R example code for interacting with a single R plot. R example code for interacting with a single R plot, and propagating the change to another plot. 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.
Published:
Oct 16, 2017
DOI:
10.18637/jss.v081.i05
Keywords: