Distinguish among categorical, ordinal, and continuous predictors and their interactions, and how these relate to their usage in an extended linear model.
Free CAS MAS-I (Modern Actuarial Statistics I) lesson in Extended Linear Models. 17 min read, ~2,514 words.
Continuous predictors enter as one column with one slope; the slope is the change in per unit increase in, assumed linear on the link scale unless transformed. Categorical (nominal) predictors with levels enter as dummy columns plus a baseline absorbed into the intercept; each coefficient is the contrast versus the...
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- Example 1
- Example 2
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Learning objectives
- C5
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