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.
Deze oefening maakt deel uit van de cursus
Generalized Linear Models in Python
Oefeninstructies
- Using the
.conf_int()function extract the confidence intervals and save as model_ci. - Compute confidence intervals for the multiplicative effect on the mean.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Compute confidence intervals for the coefficients
model_ci = ____.____
# Compute and print the confidence intervals for the multiplicative effect on the mean
____(np.____(____))