ggfortify: Unified Interface to Visualize Statistical Results of Popular R Packages

Abstract:

The ggfortify package provides a unified interface that enables users to use one line of code to visualize statistical results of many R packages using ggplot2 idioms. With the help of ggfortify, statisticians, data scientists, and researchers can avoid the sometimes repetitive work of using the ggplot2 syntax to achieve what they need.

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Authors

Affiliations

Yuan Tang

 

Masaaki Horikoshi

 

Wenxuan Li

 

Published

Sept. 9, 2016

Received

May 29, 2016

DOI

10.32614/RJ-2016-060

Volume

Pages

8/2

474 - 485

CRAN packages used

lattice, ggplot2, ggfortify, cluster, lfda, zoo, xts, timeSeries, forecast, changepoint, strucchange, dlm, dplyr, tidyr, gridExtra, scales

CRAN Task Views implied by cited packages

TimeSeries, Finance, Econometrics, Environmetrics, Graphics, Multivariate, Bayesian, Cluster, Pharmacokinetics, Phylogenetics, SpatioTemporal

Footnotes

    Reuse

    Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".

    Citation

    For attribution, please cite this work as

    Tang, et al., "The R Journal: ggfortify: Unified Interface to Visualize Statistical Results of Popular R Packages", The R Journal, 2016

    BibTeX citation

    @article{RJ-2016-060,
      author = {Tang, Yuan and Horikoshi, Masaaki and Li, Wenxuan},
      title = {The R Journal: ggfortify: Unified Interface to Visualize Statistical Results of Popular R Packages},
      journal = {The R Journal},
      year = {2016},
      note = {https://doi.org/10.32614/RJ-2016-060},
      doi = {10.32614/RJ-2016-060},
      volume = {8},
      issue = {2},
      issn = {2073-4859},
      pages = {474-485}
    }