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SPSS® 12.0 Command Syntax Reference

SPSS® 12.0 Command Syntax Reference

SPSS® 12.0 Command Syntax Reference

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Example<br />

Overview<br />

Options<br />

FACTOR VARIABLES=V1 TO V12.<br />

FACTOR 547<br />

FACTOR performs factor analysis based either on correlations or covariances and using one of<br />

the seven extraction methods. FACTOR also accepts matrix input in the form of correlation<br />

matrices, covariance matrices, or factor loading matrices and can write the matrix materials to<br />

a matrix data file.<br />

Analysis Phase Options. You can choose to analyze a correlation or covariance matrix using<br />

the METHOD subcommand. You can select a subset of cases for the analysis phase using<br />

the SELECT subcommand. You can tailor the statistical display for an analysis using the<br />

PRINT subcommand. You can sort the output in the factor pattern and structure matrices<br />

with the FORMAT subcommand. You can also request scree plots and plots of the variables<br />

in factor space on the PLOT subcommand.<br />

Extraction Phase Options. With the EXTRACTION subcommand you can specify one of six<br />

extraction methods in addition to the default principal components extraction: principal axis<br />

factoring, alpha factoring, image factoring, unweighted least squares, generalized least<br />

squares, and maximum likelihood. You can supply initial diagonal values for principal axis<br />

factoring on the DIAGONAL subcommand. On the CRITERIA subcommand, you can alter the<br />

default statistical criteria used in the extraction.<br />

Rotation Phase Options. You can control the criteria for factor rotation with the CRITERIA<br />

subcommand. On the ROTATION subcommand you can choose among four rotation methods<br />

(equamax, quartimax, promax, and oblimin) in addition to the default varimax rotation, or you<br />

can specify no rotation.<br />

Factor Scores. You can save factor scores as new variables in the working data file using any<br />

of the three methods available on the SAVE subcommand.<br />

Matrix Input and Output. With the MATRIX subcommand, you can write a correlation matrix, a<br />

covariance matrix, or a factor loading matrix. You can also read matrix materials written either<br />

by a previous FACTOR procedure or by a procedure that writes correlation or covariance<br />

matrices.<br />

Basic Specification<br />

The basic specification is the VARIABLES subcommand with a variable list. FACTOR performs<br />

principal components analysis with a varimax rotation on all variables in the analysis using<br />

default criteria.<br />

• When matrix materials are used as input, do not specify VARIABLES. Use the ANALYSIS<br />

subcommand to specify a subset of the variables in the matrix.

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