'Why ImportError: cannot import name 'AutoReg' from 'statsmodels.tsa.ar_model' occuring?

I am trying to do MLE regression using AR(p) by importing the module from statsmodels.tsa.ar_model import AutoReg, ar_select_order, but this ImportError keeps coming. How to solve this? Is there any other way I can do Autoregression in Python?



Solution 1:[1]

AutoReg is a newer version of the previous AR model, it is only available in statsmodels with version >= 0.11.1. You may check your statsmodels version. If it is lower, you may do

pip install statsmodels --upgrade

Solution 2:[2]

do pip install statsmodels --upgrade and restart the environment.

Sources

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Source: Stack Overflow

Solution Source
Solution 1 user3029790
Solution 2 Saurabh Kumar