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LDA

R code for linear discriminant analysis


The set includes R code and data files used in "Quantitative discrimination of flightlessness in fossil Anatidae from skeletal proportions" by Junya Watanabe on The Auk: Ornithological Advances, 134(3): 672-695.

Contents: README.md: This file. descriptions: Detailed descriptions of functions included. examples.txt: Examples showing how to use the functions. FAN.csv: Measurement data for fossil anatids (species means). FANI.csv: Measurement data for fossil anatids (individuals). FANN.csv: Sample sizes for fossil anatids. functions.R: Includes codes of functions (readable with a text editor). GR.csv: Group memberships of modern anatid species. MAN.csv: Measurement data for modern anatids (species means). MANI.csv: Measurement data for modern anatids (individuals). MANN.csv: Sample size for modern anatids.

  • Most functions were written on R 3.2.0.
  • Codes may be slow, although I believe this would not cause practical problems.
  • Functions Coef.B and Coef.pc.B depends on the package rrcov.
  • A large part of the codes derives from those on Shigenobu Aoki's webpage (in Japanese): http://aoki2.si.gunma-u.ac.jp/R/ (accessed May 2015)

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R code for linear discriminant analysis

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