title: How to print AIC or BIC from ARIMA Model
body: <p>I've created an ARIMA model, but I am unable to find a way to print the AIC or BIC results. I need these numbers for model comparison. Unfortunately the documentation on sourceforge is down, and I cannot find my answer when looking at the statsmodel github repository. </p>
  
  <p>Here's my code: </p>
  
  <pre><code>import pandas as pd
  import pandas.io.data
  import statsmodels.formula.api as sm 
  import matplotlib.pyplot as plt 
  from statsmodels.tsa.arima_model import ARIMA
  
  list = ['spy']
  df = pd.io.data.get_data_yahoo(list, start = '2013-11-01', end = '2016-7-01', interval = 'm')['Adj Close'] 
  df.dropna(inplace = True) 
  df = df.pct_change()
  df.dropna(inplace = True) 
  
  model = ARIMA(df.spy, order = (0,0,1))
  results_ARIMA = model.fit(disp=-1)
  plt.plot(results_ARIMA.fittedvalues, color='red') 
  plt.show() 
  </code></pre>