rotations: An R Package for SO(3) Data

Abstract:

In this article we introduce the rotations package which provides users with the ability to simulate, analyze and visualize three-dimensional rotation data. More specifically it includes four commonly used distributions from which to simulate data, four estimators of the central orientation, six confidence region estimation procedures and two approaches to visualizing rotation data. All of these features are available for two different parameterizations of rotations: three-by-three matrices and quaternions. In addition, two datasets are included that illustrate the use of rotation data in practice.

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Published

April 18, 2014

Received

Sep 21, 2013

DOI

10.32614/RJ-2014-007

Volume

Pages

6/1

68 - 78

CRAN packages used

orientlib, onion, circular, SpherWave, rotations, ggplot2, sphereplot, Rcpp, RcppArmadillo

CRAN Task Views implied by cited packages

NumericalMathematics, Graphics, Environmetrics, HighPerformanceComputing, Phylogenetics

Footnotes

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    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

    Stanfill, et al., "The R Journal: rotations: An R Package for SO(3) Data", The R Journal, 2014

    BibTeX citation

    @article{RJ-2014-007,
      author = {Stanfill, Bryan and Hofmann, Heike and Genschel, Ulrike},
      title = {The R Journal: rotations: An R Package for SO(3) Data},
      journal = {The R Journal},
      year = {2014},
      note = {https://doi.org/10.32614/RJ-2014-007},
      doi = {10.32614/RJ-2014-007},
      volume = {6},
      issue = {1},
      issn = {2073-4859},
      pages = {68-78}
    }