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.
Cet exercice fait partie du cours
Generalized Linear Models in Python
Exercice interactif pratique
Essayez cet exercice en complétant cet exemple de code.
# Extract and print confidence intervals
print(____.____)