Confidence intervals
Continuing from the previous exercise you will now asses the uncertainty of the coefficients by computing the confidence intervals.
Recall formulas for confidence intervals discussed in the video:
95% confidence intervals for the parameter \(\beta\) $$ \hat\beta\pm1.96*SE $$
95% confidence intervals for odds $$ exp(\hat\beta\pm1.96*SE) $$
The model crab_GLM
and crab
dataset are loaded in the workspace.
Este exercício faz parte do curso
Generalized Linear Models in Python
Exercício interativo prático
Experimente este exercício completando este código de exemplo.
# Extract and print confidence intervals
print(____.____)