
    !g                     R    d dl Zd dlmZ d dlmZ d dlmZ d dlm	Z	m
Z
 d dlmZ d Zy)    N)assert_almost_equal)
statecrime)OLS)reset_ramseyvariance_inflation_factor)add_constantc                  D   t        j                         j                  } t        | j                  t        | ddg               }|j                         }t        |d      }t        |j                  dd       t        |j                  dd       t        | j                        j                  d	      }t        j                  |       }t!        ||      }t        |d
d       t        | j                        j                  d	      }t!        | |      }t        |d
d       y )Nmurderhs_grad   )degreegRQ?   )decimalgY8m?urbangܵ|p0@)r   load_pandasdatar   violentr   fitr   r   fvaluepvaluelistcolumnsindexnpasarrayr   )r   modresstatexog_idxdata_arrvifvif_dfs           l/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/stats/tests/test_outliers_influence.pytest_reset_statar$      s    !!#((D
dllLx.C)DE
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'')CA&DT15VQ7DLL!''0Hzz$H
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7CWa0DLL!''0H&tX6F3    )numpyr   numpy.testingr   statsmodels.datasetsr   #statsmodels.regression.linear_modelr   $statsmodels.stats.outliers_influencer   r   statsmodels.toolsr   r$    r%   r#   <module>r-      s      - + 3 +4r%   