van_vark: Graphical and statistical representation of dimorphism...

In bassam-abulnoor/TestDimorph: Analysis Of The Interpopulation Difference In Degree of Sexual Dimorphism Using Summary Statistics

Description

Provides testing for differences in patterning of sexual dimorphism between populations, as well as for evolutionary trends that may characterize other species. The test is based on the computation of the first q canonical variates (q=2 by default) or multiple discriminant functions to develop various tests of sexual dimorphism in any two populations A and B.

Usage

van_vark(
  x,
  W,
  q = 2,
  Trait = 1,
  Pop = 2,
  plot = TRUE,
  lower.tail = FALSE,
  digits = 4
)

Arguments

x	Data frame of means and sample sizes for different populations.
W	Pooled within-group variance-covariance matrix
q	Number of canonical variates to retain for chi square test, Default: 2
Trait	number of column containing names of traits Default: 1.
Pop	Number of the column containing populations' names, Default: 2
plot	Logical; if TRUE returns a graphical representation of dimorphism differences, Default: TRUE
lower.tail	Logical; if TRUE probabilities are 'P[X <= x]', otherwise, 'P[X > x]'., Default: FALSE
digits	Number of significant digits, Default: 4

Details

Input is a data frame of means and sample sizes similar to Howells_summary with the same naming conventions used throughout the functions but with the standard deviation columns removed.

Value

The output includes a two-dimensional plot that illustrate the existing differences between tested populations and a statistical test of significance for the difference in dimorphism using chi square distribution.

References

van Vark, G. N., et al. (1989). van Vark, G. N., et al. "Some multivariate tests for differences in sexual dimorphism between human populations." Annals of human biology 16.4: 301-310.

Examples

library(TestDimorph)
# selecting means and sample sizes
van_vark_data <- Howells_summary[!endsWith(
  x = names(Howells_summary),
  suffix = "dev"
)]
# running the function
van_vark(van_vark_data, Howells_V)

bassam-abulnoor/TestDimorph documentation built on Jan. 29, 2021, 8:21 a.m.