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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

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Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Extract and print confidence intervals
print(____.____)
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