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statsmodels

Regression coefficients do not match conditional means

August 22, 2022 by Magenaut

You can download the following data set from this repo.

Categories Python, Q&A Tags python, regression, statistics, statsmodels Leave a comment

scikit-learn & statsmodels – which R-squared is correct?

August 18, 2022 by Magenaut

I’d like to choose the best algorithm for future. I found some solutions, but I didn’t understand which R-Squared value is correct.

Categories Python, Q&A Tags linear-regression, machine-learning, python, scikit-learn, statsmodels Leave a comment

Weighted standard deviation in NumPy

August 15, 2022 by Magenaut

numpy.average() has a weights option, but numpy.std() does not. Does anyone have suggestions for a workaround?

Categories Python, Q&A Tags numpy, python, standard-deviation, statsmodels, weighted Leave a comment

auto.arima() equivalent for python

August 12, 2022 by Magenaut

I am trying to predict weekly sales using ARMA ARIMA models. I could not find a function for tuning the order(p,d,q) in statsmodels. Currently R has a function forecast::auto.arima() which will tune the (p,d,q) parameters.

Categories Python, Q&A Tags forecasting, python, r, statsmodels, time-series Leave a comment
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