
    !gg                     #   d dl Z edi dddd ddddd	d
dddddd dd ddddddddddddddddddddd d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;Z ej                  d<d=d>d?d@dAej
                  dBd dCdDdEd dFdGej
                  dBd dHdIdJd dKdLej
                  dBd g      j                  ddM      ZdNj                         Z	dOj                         Z
 ej                  g dP      j                  dd      ZdOj                         ZdOj                         Z ej                  g dQ      ZdRj                         ZdSj                         Z G dT dUe      Z edee	e
eeeeeedV	eZ ej                  dWdXdYd dZd[ej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  d^d_d`d dadbej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  dcddded dfdgej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  g dhdidjdkdldmej
                  dBd dndodpdqdrdsej
                  dBd dtdudvd dwdxej
                  dBd dydzd{d d|d}ej
                  dBd       j                  d~dM      ZdNj                         Zdj                         Z eeee]      e_         ej                  g ddddddej
                  dBd ddddddej
                  dBd ddddddej
                  dBd dddd ddej
                  dBd dddd ddej
                  dBd       j                  ddM      ZdNj                         Zdj                         Z eeee]      e_         edi ddddddddddddddddd	ddddddd dd dddddddd~dddddd~ddddddddd d!d"dd$ddddddd'd&d'd(d)d*d+ddd,dd.d/d0d1d2d3d4d5d6d7d8d9d:d;Z ej                  g ddddddej
                  dBd ddddddej
                  dBd ddÑdđd dődƑej
                  dBd dǑdȑdɑdʑdˑd̑ej
                  dBd       j                  d~dM      ZdNj                         Z	dj                         Z
 ej                  g d΢      j                  d~d~      Zdj                         Zdj                         Z ej                  g dϢ      ZdRj                         ZdSj                         Z edee	e
eeeeeedV	eZ ej                  dddd ddej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  dddd ddej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  dddd ddej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  g dߑdddddej
                  dBd dddd ddej
                  dBd dddd ddej
                  dBd dddd ddej
                  dBd       j                  d~dM      ZdNj                         Zdj                         Z eeee]      e_         ej                  g ddddddej
                  dBd ddddddej
                  dBd d ddd ddej
                  dBd dddd dd	ej
                  dBd d
ddd ddej
                  dBd       j                  ddM      ZdNj                         Zdj                         Z eeee]      e_         edi ddddddddd	ddddddd dd ddddddddddddddddddddd dd"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;Z ej                  ddddddej
                  dBd ddd d d!d"ej
                  dBd d#d$d%d d&d'ej
                  dBd g      j                  ddM      ZdNj                         Z	dOj                         Z
 ej                  g d(      j                  dd      ZdOj                         ZdOj                         Z ej                  g d)      ZdRj                         ZdSj                         Z edee	e
eeeeeedV	eZ ej                  d*d+d,d d-d.ej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  d/d0d1d d2d3ej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  d4d5d6d d7d8ej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  g d9d:d;d<d=d>ej
                  dBd d?d@dAdBdCdDej
                  dBd dEdFdGd dHdIej
                  dBd dJdKdLd dMdNej
                  dBd       j                  d~dM      ZdNj                         Zdj                         Z eeee]      e_         ej                  g dOdPdQdRdSdTej
                  dBd dUdVdWdXdYdZej
                  dBd d[d\d]d^d_d`ej
                  dBd dadbdcdddedfej
                  dBd dgdhdid djdkej
                  dBd       j                  ddM      ZdNj                         Zdj                         Z eeee]      e_         edi ddddlddmddddnddoddddd	dpddddqdd dd dddddddd~dd~dddd~ddrddsddddd dd"dd$ddddddd'd&d'd(d)d*d+ddd,dd.d/d0dtd2d3d4d5d6d7d8d9d:d;Z ej                  g dudvdwdxdydzej
                  dBd d{d|d}d~ddej
                  dBd ddddddej
                  dBd ddddddej
                  dBd       j                  d~dM      ZdNj                         Z	dj                         Z
 ej                  g d      j                  d~d~      Zdj                         Zdj                         Z ej                  g d      ZdRj                         ZdSj                         Z edee	e
eeeeeedV	eZ ej                  dddd ddej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  dddd ddej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  dddd ddej
                  dBd g	      ZdNj                         Zd\j                         Z eeee]      e_         ej                  g ddddddej
                  dBd dddd ddej
                  dBd dddd ddej
                  dBd dddd ddej
                  dBd       j                  d~dM      ZdNj                         Zdj                         Z eeee]      e_         ej                  g ddddddej
                  dBd ddddddej
                  dBd dddd ddÑej
                  dBd dđdődƑd dǑdȑej
                  dBd dɑdʑdˑd d̑d͑ej
                  dBd       j                  ddM      ZdNj                         Zdj                         Z eeee]      e_        y(      Nr2_pg?pchi2g}GF@df_m   ll_0gx4FR
k_eq_model   llgKl	k_autoCnsrc	convergedk_dvk_eqk   icN  rankcmdlinez)tpoisson docvis aget totchr if docvis > 0titlezTruncated Poisson regressiontitle2zTruncation points: 0llopt0cmdtpoissonpredict
tpoisson_pchi2typeLRopt	moptimizevceoimuser	tpoiss_d2crittypezlog likelihood	ml_methode2singularHmethodzm-marquardt	techniquenrwhichmaxdepvardocvis
propertieszb VgXT$?gYCt?g|-:y@g. ?gOc?g]?gS 1\?gXo?gWhr?gMܛ\G@g 8Ծ?gwW
 ?gQV?g)?gĻ.X@gs[V=.?gLo?'?	   z!b se z pvalue ll ul df crit eformzaget totchr _cons)	guU>(t)c}r4   gƖ+2,>策7:r5   r6   gAa/?)r   gy4FRg'Klr   g'Kli@g؇>@zN ll0 ll df AIC BIC.c                       e Zd Zd Zy)Bunchc                     t         j                  | |       | | _        t        | d      r,t	        g d      D ]  \  }}| j
                  d d |f   | |<    y y )Nparams_table)paramsbsetvaluespvalues)dict__init____dict__hasattr	enumerater;   )selfkwiatts       t/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/discrete/tests/results/results_truncated_st.pyrA   zBunch.__init__I   sW    dB4("#JK 3# --ac2S	3 )    N)__name__
__module____qualname__rA    rJ   rI   r9   r9   H   s    3rJ   r9   )	r;   params_table_colnamesparams_table_rownamescovcov_colnamescov_rownamesicricr_colnamesicr_rownamesg:;?@gH-\]?glCGSc@g@gq@_cons)tabletable_colnamestable_rownamesgʖP3@grШ?g@LByc@g.c>,R@g*3tܔ@g[S@g/lȨ?gO|eb@g-%@gZ@g2fh	?g\u}@?g#6@gUb$yDL'gYCt?gdr8?g=*?g~ͩ@Q?gFF2'=@gKmg.!w8?g!٠?9?gw?2/?gzCX?g@CXD@gV 1{?g[zWS?g8`>?gh?g;梫r@gW#~?g-r?   z-1bn._predict 2._predict 3._predict 4._predictgZ!wȚ`?gnm«,?gEc=c2@g+n_g0g=goYP]?g6db?gṮ?gN'ԅ??gym7@g]k/):ϝ'gŝ%%g?gs݈?gP@L?g%c	Q?gS8>@gN{% ngFe?g)
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>cŊg|W;r[   g|W=@goC@g5N@g??g3T*Q@gIlK;q@g),@gt}3h@g#?gT"MN@g[}@g"eS@g<V@gIY?g,O@g1@g|ٳ@g:8)?gdD|n?g1z8;@gΩT5gZ?gĥ3ͻ?gvG+)?ga?gkupH@g!L[?g_C??g,|?gZRT?gtPT@g/Tns?g)X?g3e?g4{?g?;ZY@gId	?g+7?gwEt?g>GQjr?gkw/@gI4g6?ϵ?gS. ^?gL׷?gn%h?gƑ=t?@gaIg=(\?g:Q?gbD?gCr2Y?gwç3N@g	8?guƍι?g]]?gQ.sP?gH[xOW@g0v);?gmq?gHF?g6C?gŲQ@g"JP?gMP;1?g=$,?g       g޼ G@gJ'g>;m  z0tpoisson docvis aget totchr if docvis > 1, ll(1)zTruncation points: 11g*_~?g(zt?g3C.?g
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rt   ru   g ɺ0?)rq   gI'g}?;r   gj>컔@g	;I8@g?e^ @g5۪?gb`c@g6EQ @gQ @gӎjr @gSr?g7Gs,c@gfe< @g~6 @gJG>@g8)?gENN/b@gO@V}@g* @g`ְ}?gĮI?g.8@gxjȥ%ga?gu9?g<?g*yU?gyAvb?@gDg6FS?g#Ĳ?gѯ7@ұ?gb5}Y?g:E@g^1h?g1q̝?g1?gote!n?g m@gI|?g{t	?gpi]N?g} ?g_U?/@g:#JO4g>xdJ?gv+GAQ?g*nx?gl3?gJCi3@g>.gQu?gq9Itz?g	3?gkRI?g/N
8@g5+S$ghJڪ?g`Mɗ?gc?gJ5fT?gV*@@gu5Ըzgi<®?gp&9?g`tGf?gsc?gUpx@gAG?grWG?g㦎?gĂK,k@ghsf2g f>r@gg ^!SgrsЮ?z.tnbreg docvis aget totchr if docvis > 1, ll(1)e1ge֏?gBN!?gU࣮?g6rD?gCg!gR,?g7
?gX7Wku?gw8.N1@g!'2gw]_P`?g4=l?gf?g=A?g\]@@gepg*-sL?gZ?g{OAxۿg%_Gӭ?gо6g1YAw-3=ggv01Կ)g8Z(?vYXNyu6drkH>rw   gH}%?sdC+Q7yit?rx   rz   gbR_?iOry   r{   r|   g<ik?)rq   gg^!Sr[   gG^!U@gG[@g~8 @gBUj\?g~kwQ@giA @g><T @gh 9@gƉF?g:ˈG@gm5@g(v=@g+îA@g3_<?g9BG@gR@g?s0@gψy3b?gkCq?gH2=@gxgD?g)TϿ?ge|?glb?gF/I@gJ'iVV?gPn?g?g(ɖT?g-
dT@g|W<?gyFMU?gz(%?g2<g~?g3"ݮ(V@g1r?gI΄?gXcY?gUK+}?gP]V@%@gPS:gb?gOd,?g9!g?g4q?gd'6@gڪɰ(gQa̶?g|"?ge_H?gYD`?g$gdXH@gFD?g1^M?gzaַ?g<nbP?gWSV@g"
LT?gwX?g01?g}j?gH5PG@g<U?g$?rN   )numpynpr@   estarraynanreshaper;   splitrO   rP   rQ   rR   rS   rT   rU   rV   r9   results_trunc_poissonrX   rY   rZ   
margins_cmmargins_meansmargins_atmeansmargins_cpr
margins_prresults_trunc_negbinresults_trunc_poisson1results_trunc_negbin1rN   rJ   rI   <module>r      s"   
 "#"" $" 	"
 %" " #" " " " " " " " "  !"" A#"$ 2%"& +'"( )"* +", "-". /"0 1"2 3"4 5"6 '7"8 9": +;"< ="> ?"@ A"B C"H rxx?N"&&Q?QNFF_Q0 1 291  <AAC +113 bhh   wq| 
 #((*"((*bhh ( ) %**,yy{3D 3  )&;&;))))   	 	
 5::< $)--$    	 	
 5::< ',--'  # 	 	
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 wq|  )..0(..0bhh ( ) %**,yy{  )&;&;))))   	 	
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