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‘glm’ Interview Questions

What is Logistic Regression?

What is Tweedie Regression?

What is Gamma Regression?

Briefly discuss other models that fall within the scope of GLM.

What about cases where a significant number of observations have a count of 0 (in the context of Poisson Regression)?

What is overdispersion in Poisson Regression, and what are alternate specifications for when it is present?

What is the cost function used in Poisson Regression?

How does GLM adjust to the case of count data?

What is the equivalent of the overall F test in logistic regression?

How are the coefficients in a logistic expression interpreted?

What is the relationship between the log odds ratio and probability?

What is a Generalized Linear Model (GLM)?

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‘glm’ Interview Questions