ExPosition).InPosition provides multiple forms of inference tests for the ExPosition package.
| 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 |
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.
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.
# NOT RUN {
#For more examples, see each individual function (as noted above).
# }
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