Poisson confidence intervals
Using the previously fitted horseshoes crab model sat ~ width analyze uncertainty of the coefficient estimates by computing the confidence intervals for \(\beta_1\) and the confidence intervals for the multiplicative effect on the mean.
The model object and crab dataset are preloaded in the workspace.
Diese Übung ist Teil des Kurses
Generalized Linear Models in Python
Anleitung zur Übung
- Using the
.conf_int()function extract the confidence intervals and save as model_ci. - Compute confidence intervals for the multiplicative effect on the mean.
Interaktive Übung
Versuche dich an dieser Übung, indem du diesen Beispielcode vervollständigst.
# Compute confidence intervals for the coefficients
model_ci = ____.____
# Compute and print the confidence intervals for the multiplicative effect on the mean
____(np.____(____))