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Example: Autoregressive Moving Average (ARMA): Sunspots data

Autoregressive Moving Average (ARMA): Sunspots data

This notebook replicates the existing ARMA notebook using the statsmodels.tsa.statespace.SARIMAX class rather than the statsmodels.tsa.ARMA class.

In [1]:
%matplotlib inline
In [2]:
from __future__ import print_function
import numpy as np
from scipy import stats
import pandas as pd
import matplotlib.pyplot as plt

import statsmodels.api as sm
In [3]:
from statsmodels.graphics.api import qqplot

Sunpots Data

In [4]:
<