Table 3.
Statistical Experimental Design Terminology.
Term | Definition/Explanation |
---|---|
| |
k | Number of attributes (factors) |
2k | Two-level full factorial design |
2k–p | Two-level fractional factorial design (FFD) |
Design generator(s) | Determines the fraction of the full factorial design |
p | Number of design generators for a FFD |
2k–p FFD in 2q blocks | Two-level blocked fractional factorial design (BFFD) |
Block generator(s) | Determines the block effect(s) |
q | Number of block generators |
2q | Number of choice sets (blocks) |
2k–p–q | Choice set size, i.e., number of options in each choice set (block size) |
Aliasing | Two or more effects cannot be separated |
Clear effects | A main effects or two-factor interaction is clear if none of its aliases are main effects or two-factor interactions, or confounded with any block effects |
Resolution | Captures the amount of aliasing (Higher resolution = aliasing of higher-order effects) |
Confounding | Factorial effect is indistinguishable from block effect |