
    !g                     .    d dl Zd dlmZ d dlmZmZ d Zy)    N)assert_array_almost_equal)	bootstrapNewNormc                     d} t         j                  j                  d       t        t	               d| dddd| z  z   d| d	z  z  z
  z  
      }t         j                  j                  d       t        d      D cg c]  }t        t	               d| d       }}t        j                  |      ddd| z  z   d| d	z  z  z
  z  kD  j                         }t         j                  j                  d       t        d      D cg c]-  }t        t	               d| dddd| z  z   d| d	z  z  z
  z  d      / }}t        j                  |      j                         }t        ||d       t        ||d       y c c}w c c}w )N   i )r      d   g;On?r   g      @g      9@   )argsnobsnrepvalue)r   r   r   
   )r   r   r   r   
batch_size   )	nprandomseedr   r   rangearraymeanr   )r   resu1_tmpresu2resu3s         q/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/sandbox/distributions/tests/test_gof_new.py&test_loop_vectorized_batch_equivalencer      sY   DIINN7gif4c!1r$w;T1W#<=?E IINN7#J  WYV$Q?  C  XXc]UA4K#dAg+$=>>DDFEIINN7 .32Y8() WYV$Q !bg+D!G";< "$ 8C 8 HHSM EeUB/eUB/ 
8s   8E.<2E3)numpyr   numpy.testingr   )statsmodels.sandbox.distributions.gof_newr   r   r        r   <module>r$      s     3 H0r#   