Factorized experiments Flashcards
What is the basic principles of factorised experiments?
They contain more than one experimental variable
Vignette universe
All possible combinations of dimension levels
Choice-based conjoint analysis
Respondents are pesented with two or more alternatives varying in multiple ways, and they are asked to choose who they prefer. Most widely used. → Choice outcomes
Rating-based conjoint analysis
Respondents provide a numerical rating for each profile → Rating outcomes
Average marginal component effect
The marginal effect of attribute l averaged over the join distribution of the remaining attributes
Average component interaction effect
The causal effect of one attribute may vary depending on what value another value is held at.
Conditional AMCE *(ret?)
Interaction of causal effects of an attribute with background characteristics.