The CATMOD Procedure

Computational Method

The notation used in PROC CATMOD differs slightly from that used in the literature. The following table provides a summary of the basic dimensions and the notation for a contingency table. See the section Computational Formulas for a complete description.

Summary of Basic Dimensions

s

=

number of populations or samples (= number of rows in the underlying contingency table)

r

=

number of response categories (= number of columns in the underlying contingency table)

q

=

number of response functions computed for each population

d

=

number of parameters

Notation

Denotes a column vector of 1s.

Denotes a square matrix of 1s.

Denotes the sum over all the possible values of k.

Denotes the row sum .

Denotes the diagonal matrix formed from the first n elements of the vector .

Denotes the inverse of .

Denotes a block diagonal matrix with the matrices on the main diagonal.

Input data can be represented by a contingency table, as shown in Table 32.7.

Table 32.7: Input Data Represented by a Contingency Table

 

Response

 

Population

1

2

r

Total

1

2

s