PCPA Practice Questions - CAS Property & Casualty Predictive Analytics Exam

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A homeowners dataset has loss amounts that are heavily right-skewed with a long upper tail. Which transformation is most commonly applied before fitting a linear model on `loss_amount`?

Square transformation Logarithmic transformation Standardization (z-score) Min-max scaling to [0,1]

Correct Answer:

Logarithmic transformation

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