GLM, GLZ, PLS, GDA, and MANOVA Syntax - Keyword Design
DESIGN = Design specifications;
Example 1. DESIGN = | GROUP | GENDER | TIME | PAID; |
Example 2. DESIGN = | SEQUENCE + PERSON(SEQUENCE) + |
TREATMNT + SEQUENCE*TREATMNT; | |
Example 3. DESIGN = | MULLET | SHEEPSHD | CROAKER @2; |
Example 4. DESIGN = | TEMPERAT | MULLET | SHEEPSHD | CROAKER |
- TEMPERAT; | |
Example 5. DESIGN = | BLOCK + DEGREES + DEGREES*DEGREES + |
TIME + TIME*TIME + TIME*DEGREES; |
Optional keyword; specify the design for the between group design (categorical and continuous predictors); default is NONE.
- Simple terms and operators
- To the right of the Design statement, list the effects separated by the + (plus) operator. Single effects can be specified as follows:
- Effect macros
- Complete factorial designs, or standard nesting of factors can be specified via the following shortcuts:
Bar operator
A|B Complete factorial for factors A and B; this expression will be expanded (internally by the syntax interpreter) to A+B+A*B; complete higher order factorial designs can be specified analogously, for example, a complete 3-way design for factors A, B, and C can be specified as: A|B|C. Factorial degree operator
A|B|C @2 The complete factorial for factors A, B, and C, up to degree 2; this expression will be expanded (internally by the syntax interpreter) to A + B + C + A*B + A*C + B*C; i.e., a factorial design will be constructed only up to the requested degree (to the second degree in this example; the three-way interaction will not be added). Grouping-of-terms-operator
- Deletion operator
- The deletion operator (-) can be used to remove effects from a factorial design specified via the bar operator (|); :
A|B|C-C Complete factorial for factors A, B, and C without the main effect for C; this expression will be expanded (internally by the syntax interpreter) to A + B + A*B + A*C + B*C + A*B*C (note that main effect C is missing). A|B|C-|C Complete factorial for factors A, B, and C without all interactions that involve factor C; this expression will be expanded (internally by the syntax interpreter) to A + B + C + A*B (note that all interactions involving effect C are missing). A|B|C-(A*C) Complete factorial for factors A, B, and C without the A by C interaction; this expression will be expanded (internally by the syntax interpreter) to A + B + C + A*B + B*C + A*B*C; note that the A by C interaction is missing. A|B|C-|(A*C) Complete factorial for factors A, B, and C without all higher order interactions that involve the A by C interaction; this expression will be expanded (internally by the syntax interpreter) to A + B + C + A*B + A*C + B*C; note that the only higher-order interaction involving A by C is the three-way interaction, which will is missing. Applies to. GLM, GLZ, PLS, GDA, ANOVA/MANOVA, GC&RT, and GCHAID.
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