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


    O'Connell, Mark and 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: https://doi.org/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
    URI:

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