Sumários

Lecture 11

17 Abril 2026, 10:30 • RUI PAULO

GLM for counts: Poisson GLM. Modeling rates. Offsets. Interpretation of the coefficients with a log-link function. Examples.

Lecture 10

10 Abril 2026, 10:30 • RUI PAULO

GLM for proportions. Interaction terms. Interpretation of the regression parameters in the case of the canonical link. Diagnostics.

Lecture 9

27 Março 2026, 10:30 • RUI PAULO

Inference for a GLM with known and unknown dispersion parameter.


HW 5.

Lecture 8

20 Março 2026, 10:30 • RUI PAULO

Solution of HW problems.

Lecture 7

13 Março 2026, 10:30 • RUI PAULO

Estimation of the vector of regression coefficients via maximum likelihood. Estimation of phi.