
    M/Ph                     4    d dl Zd dlZd dlmZ d Zd Zd ZdS )    N)datac                  "   t           j                            d          } t           j        | d<   t          j        |           }t          j        |          \  }}}t           j                            |	                                g d           dS )z
    Fixes GH: #144
    
      )      )	r   r	         r            	   N)
nprandomnanpandas	DataFramer   interpret_datatestingassert_equaltolistXdfvalscnamesrnamess        a/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/statsmodels/tools/tests/test_data.pytest_missing_data_pandasr       sx     		!!AfAdG		!		B.r22D&&JFMMOO-H-H-HIIIII    c                     t           j                            d          } t          j        |           }t	          j        |          \  }}}t           j                            ||j                   t           j                            |	                                |j
        	                                           t           j                            ||j        	                                           d S )Nr   )r   r   r   r   r   r   r   r   valuesr   indexcolumnsr   s        r   test_dataframer&      s    
	!!A		!		B.r22D&&JD"),,,JFMMOORX__->->???JFBJ$5$5$7$788888r!   c                  x   t           j                            d          } t          j        | ddg          }ddlm}  |d|          }t           j                            t          j	        |d                       |d|          }t           j                            t          j	        ||                     d S )	N)r   r	   var1var2)r%   r   )dmatrixzvar1 - 1zvar2 - 1)
r   r   r   r   patsyr*   r   assert_r   _is_using_patsy)r   r   r*   endogexogs        r   test_patsy_577r0      s    
	!!A		!ff%5	6	6	6BGJ##EJt+E4889997:r""DJt+E48899999r!   )numpyr   r   statsmodels.toolsr   r    r&   r0    r!   r   <module>r4      sf         " " " " " "J J J9 9 9: : : : :r!   