Fitting a Poisson regression

Continuing with the crab dataset you will fit your first Poisson regression model in this exercise.

The crab dataset has been preloaded in the workspace.

Latihan ini adalah bagian dari kursus

Generalized Linear Models in Python

Lihat Kursus

Petunjuk latihan

Import statsmodels.api library as sm.
Import glm from statsmodels.formula.api.
Using Poisson() for the response distribution fit the Poisson regression with satas the response and weight for the explanatory variable.
Display the model results using .summary().

Latihan interaktif praktis

Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# Import libraries
import ____.____ as sm
from ____.formula.api import ____

# Fit Poisson regression of sat by weight
model = ____('____ ~ ____', data = ____, family = ____.____.____).____

# Display model results
____(model.____)

Edit dan Jalankan Kode