Visualizing Categorical Data: corresp
$Version: 1.9 (2 Nov 2001)
Correspondence analysis of contingency tables
The CORRESP macro carries out simple correspondence analysis of a two-way
contingency table, and various extensions (stacked analysis, MCA) for a
multiway table, as in the CORRESP procedure. It also produces labeled plots
of the category points in either 2 or 3 dimensions, with a variety of
graphic options, and the facility to equate the axes automatically.
The macro takes input in one of two forms:
A two-way contingency table, where the columns are separate variables
and the rows are separate observations (identified by a row ID variable.
For this form, specify:
ID=ROWVAR, VAR=C1 C2 C3 C4 C5
A contingency table in frequency form (e.g., the output from PROC FREQ),
or raw data, where there is one variable for each factor. In frequency
form, there will be one observation for each cell.
For this form, specify:
TABLES=A B C
Include the WEIGHT= parameter when the observations are in frequency form.
The CORRESP macro is called with keyword parameters. Either the
VAR= parameter or the TABLES= parameter (but not both) must be specified, but other parameters or options
may be needed to carry out the analysis you want. The arguments may be
listed within parentheses in any order, separated by commas. For example:
%corresp(var=response, id=sex year);
The plot may be re-drawn or customized using the output OUT=
data set of coordinates and the ANNO= Annotate data set.
Specifies the name of the input data set to be analyzed. [Default:
Specifies the names of the column variables for simple CA, when the data
are in contingency table form. Not used for MCA.
name(s) of the row
simple CA. Not used for MCA.
Specifies the names of the factor variables used to create the rows and
columns of the contingency table. For a simple CA or stacked analysis, use
a ',' or '/' to separate the the row and column variables.
Specifies the name of the frequency (WEIGHT) variable when the data set is in frequency form. If WEIGHT= is omitted, the observations in the input data set are not weighted.
name(s) of any variables treated as
supplementary. The categories of these variables are included in the
output, but not otherwise used in the computations. These must be included
among the variables in the VAR= or
Specifies the number of dimensions of the CA/MCA solution. Only two
dimensions are plotted by the PPLOT option, however.
Specifies options for PROC CORRESP. Include
MCA for an MCA analysis,
CROSS=ROW|COL|BOTH for stacked analysis of multiway tables,
PROFILE=BOTH|ROW|COLUMN for various coordinate scalings, etc. [Default:
Specifies the name of the output data set of coordinates.
Specifies the name of the annotate data set of labels produced by the
Produce printer plot? [Default:
Produce graphics plot? [Default:
The dimensions to be plotted [Default:
Height for row/col labels. If not specified, the global HTEXT goption is
used. Otherwise, specify one or two numbers to be used as the height for
row and column labels. The HTEXT= option overrides the separate ROWHT= and COLHT=
parameters (maintained for backward compatibility).
Height for row labels
Height for col labels
Colors for row and column points, labels, and interpolations.
Positions for row/col labels relative to the points. [Default:
Symbols for row and column points [Default:
Interpolation options for row/column points. In addition to the standard
interpolation options provided by the SYMBOL statement, the CORRESP macro
also understands the option VEC to mean a vector from the origin to the row
or column point. [Default:
INTERP=VEC for MCA]
AXIS statement for horizontal axis. If both HAXIS= and
VAXIS= are omitted, the program calls the EQUATE macro to define suitable axis
statements. This creates the axis statements AXIS98 and AXIS99, whether or
not a graph is produced.
AXIS statement for vertical axis- use to equate axes
The vertical to horizontal aspect ratio (height of one character divided by
the width of one character) of the printer device, used to equate axes for
a printer plot, when
X, Y axis tick increments (for the EQUATE macro). Ignored if HAXIS= and VAXIS= are specified. [Default:
The number of extra X axis tick marks at left and right. Use to allow extra
space for labels. [Default:
The number of extra Y axis tick marks [Default:
Length of origin marker, in data units. [Default:
Prefix for dimension labels [Default:
Name of the graphics catalog entry [Default:
%include vcd(corresp); *-- or include in an autocall library;
axis1 length=3 in order=(-.15 to .15 by .10)
label=(h=1.5 a=90 r=0);
axis2 length=6 in order=(-.30 to .30 by .10)
%corresp (data=mental, id=ses, var=Well Mild Moderate Impaired,
vaxis=axis1, haxis=axis2, htext=1.3, pos=-, interp=join,
The CORRESP macro calls several other macros not included here. It is
assumed these are stored in an autocall library. If not, you'll have to
%include them in your SAS session or batch program.
- LABEL macro - label points
- EQUATE macro - equate axes
See the links below.
biplot Generalized biplot of observations and variables
equate Creates AXIS statements for a GPLOT with equated axes
label Create an Annotate dataset to label observations
points Create an Annotate dataset to draw points in a plot