arXiv Open Access 2016

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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Abstrak

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. This is a preprint version of an article to appear in the Journal of Statistical Software.

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stat.OT

Penulis (3)

Mark O'Connell

Catherine B. Hurley

Katarina Domijan

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APA MLA BibTeX

O'Connell, M., Hurley, C.B., Domijan, K. (2016). Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R. https://arxiv.org/abs/1610.00290

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Informasi Jurnal

Tahun Terbit: 2016
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓