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Which of the following principle is used by parsimonious fit indices?
Question

Which of the following principle is used by parsimonious fit indices?

A.

Occam's razor

B.

Preference for complexity

C.

Avoidance of simple explanation

D.

Goodness of fit

Correct option is A

Parsimonious fit indices (e.g., PNFI, PGFI, PCFI) in structural equation modeling reward simpler models with fewer estimated parameters over complex ones, provided fit is comparable. This directly reflects Occam's razor — "entities should not be multiplied beyond necessity," i.e., prefer the simplest adequate explanation.
Information Booster:
1. Parsimony indices penalize models for having too many freely estimated parameters.
2. They are used to compare competing models with differing complexity, not to judge a single model in isolation.
3. Common parsimonious indices: PNFI (Parsimonious Normed Fit Index), PGFI (Parsimonious Goodness of Fit Index).
4. A more complex model can almost always fit data better; parsimony indices guard against overfitting.

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