InPosition-package

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InPosition: Inference Tests for Exploratory Analysis with the Singular Value DecomPosition (ExPosition).

InPosition provides multiple forms of inference tests for the ExPosition package.

Keywords
multivariate, package
Details

Package: InPosition
Type: Package
Version: 0.12.7
Date: 2013-12-09
Depends: R (>=2.15.0), prettyGraphs (>= 2.1.4), ExPosition (>= 2.0.0)
License: GPL-2
URL: http://www.utdallas.edu/~derekbeaton/software/ExPosition

References

Permutation: Berry, K. J., Johnston, J. E., & Mielke, P. W. (2011). Permutation methods. Wiley Interdisciplinary Reviews: Computational Statistics,3, 527<U+2013>542. Peres-Neto, P. R., Jackson, D. A., & Somers, K. M. (2005). How many principal components? Stopping rules for determining the number of non-trivial axes revisited. Computational Statistics & Data Analysis, 49(4), 974-997.

Bootstrap: Chernick, M. R. (2008). Bootstrap methods: A guide for practitioners and researchers (Vol. 619). Wiley-Interscience. Hesterberg, T. (2011). Bootstrap. Wiley Interdisciplinary Reviews: Computational Statistics, 3, 497<U+2013>526.

See Also

epPCA.inference.battery, epGPCA.inference.battery, epCA.inference.battery, epMCA.inference.battery. There are no inference tests for MDS at this time. We recommend PCA for inference instead of MDS (some MDS inference tests require the rectangluar table, not the distances, so it is easier to just use PCA).

See also inGraphs for graphing and caChiTest for an alternate to resampling methods for Correspondence Analysis.

Aliases
  • InPosition-package
  • InPosition
Examples
# NOT RUN {
#For more examples, see each individual function (as noted above).
# }
Documentation reproduced from package InPosition, version 0.12.7.1, License: GPL-2

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