Description Usage Arguments Details Value References See Also Examples

Find the principal canonical correlation and corresponding row- and column-scores from a correspondence analysis of a two-way contingency table.

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 |

`x, formula` |
The function is generic, accepting various forms of the principal
argument for specifying a two-way frequency table. Currently accepted
forms are matrices, data frames (coerced to frequency tables), objects
of class |

`nf` |
The number of factors to be computed. Note that although 1 is the most usual, one school of thought takes the first two singular vectors for a sort of biplot. |

`y` |
a second factor for a cross-classification. |

`data` |
an optional data frame, list or environment against which to preferentially resolve variables in the formula. |

`...` |
If the principal argument is a formula, a data frame may be specified as well from which variables in the formula are preferentially satisfied. |

See Venables & Ripley (2002). The `plot`

method produces a graphical
representation of the table if `nf=1`

, with the *areas* of circles
representing the numbers of points. If `nf`

is two or more the
`biplot`

method is called, which plots the second and third columns of
the matrices `A = Dr^(-1/2) U L`

and `B = Dc^(-1/2) V L`

where the
singular value decomposition is `U L V`

. Thus the x-axis is the
canonical correlation times the row and column scores. Although this
is called a biplot, it does *not* have any useful inner product
relationship between the row and column scores. Think of this as an
equally-scaled plot with two unrelated sets of labels. The origin is
marked on the plot with a cross. (For other versions of this plot see
the book.)

An list object of class `"correspondence"`

for which
`print`

, `plot`

and `biplot`

methods are supplied.
The main components are the canonical correlation(s) and the row
and column scores.

Venables, W. N. and Ripley, B. D. (2002)
*Modern Applied Statistics with S.* Fourth edition. Springer.

Gower, J. C. and Hand, D. J. (1996)
*Biplots.* Chapman & Hall.

1 2 3 4 5 |

```
First canonical correlation(s): 0.05317534
Age scores:
F0 F1 F2 F3
-0.3344445 1.4246090 -1.0320002 -0.4612728
Eth scores:
A N
-1.0563816 0.9466276
First canonical correlation(s): 0.4463684
Row scores:
blue light medium dark
-0.89679252 -0.98731818 0.07530627 1.57434710
Column scores:
fair red medium dark black
-1.21871379 -0.52257500 -0.09414671 1.31888486 2.45176017
```

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.