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I am quite new in Python ...
When I run your ARMA-Code in Jupyter Notebook, I get an error after block [9] (i.e. acf_vals = acf(first_diff) .....):
NameError Traceback (most recent call last)
in
1 acf_vals = acf(first_diff)
----> 2 plt.bar(range(num_lags), acf_vals[:num_lags])
NameError: name 'num_lags' is not defined
May be you could check it.
Thank you,
Christian
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