ade4 (version 1.2-2)

mcoa: Multiple CO-inertia Analysis

Description

performs a multiple CO-inertia analysis, using an object of class ktab.

Usage

mcoa(X, option = c("inertia", "lambda1", "uniform", "internal"), 
    scannf = TRUE, nf = 3, tol = 1e-07)
print.mcoa (x, ...)
summary.mcoa (object, ...)
plot.mcoa (x, xax = 1, yax = 2, eig.bottom = TRUE, ...)

Arguments

X

an object of class ktab

option

a string of characters for the weightings of the arrays options : "inertia"{weighting of group k by the inverse of the total inertia of the array k} "lambda1"{weighting of group k by the inverse of the first eigenvalue

scannf

a logical value indicating whether the eigenvalues bar plot should be displayed

nf

if scannf FALSE, an integer indicating the number of kept axes

tol

a tolerance threshold, an eigenvalue is considered positive if it is larger than -tol*lambda1 where lambda1 is the largest eigenvalue.

x, object

an object of class 'mcoa'

...

further arguments passed to or from other methods

xax, yax

the numbers of the x-axis and the y-axis

eig.bottom

a logical value indicating whether the eigenvalues bar plot should be added

Value

• mcoa returns a list of class 'mcoa' containing :
• pseudoeig
  a numeric vector with the all pseudo eigenvalues
• call
  the call-up order
• nf
  a numeric value indicating the number of kept axes
• SynVar
  a data frame with the synthetic scores
• axis
  a data frame with the co-inertia axes
• Tli
  a data frame with the co-inertia coordinates
• Tl1
  a data frame with the co-inertia normed scores
• Tax
  a data frame with the inertia axes onto co-inertia axis
• Tco
  a data frame with the column coordinates onto synthetic scores
• TL
  a data frame with the factors for Tli Tl1
• TC
  a data frame with the factors for Tco
• T4
  a data frame with the factors for Tax
• lambda
  a data frame with the all eigenvalues (computed on the separate analyses)
• cov2
  a numeric vector with the all pseudo eigenvalues (synthetic analysis)

References

Chessel, D. and Hanafi, M. (1996) Analyses de la co-inertie de K nuages de points, Revue de Statistique Appliqu�e, 44, 35--60.

Examples

data(friday87)
w1 <- data.frame(scale(friday87$fau, scal = FALSE))
w2 <- ktab.data.frame(w1, friday87$fau.blo, tabnames = friday87$tab.names)
mcoa1 <- mcoa(w2, "lambda1", scan = FALSE)
mcoa1
summary(mcoa1)
plot(mcoa1)