
    !gB              
          d dl Zd dlm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$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=Z ej                  g d>d?d@dAdBdCej                  dDd dEdFdGdHdIdJej                  dDd dKdLdMdNdOdPej                  dDd dQdRdSdTdUdVej                  dDd dWdXdYdZd[d\ej                  dDd d]d^d_d`dadbej                  dDd       j                  ddc      Z	ddj                         Zg deZ ej                  g df      j                  dd      Zg dgZg dgZ ede	eeeeedheZ edi didjddkddddd	dkd
dldddddd dd ddmddddndodlddddpddqdrddsdtddudvdddddd d!d"d#d$d%d&d'd(d)d*dwdxdyd,dzd.d/d0d1d2d3d{d3d|d}d~dd8dd:dd<dZ ej                  g ddddddej                  dDd ddddddej                  dDd ddddddej                  dDd ddddddej                  dDd ddddddej                  dDd ddddddej                  dDd       j                  ddc      Z	ddj                         Zg deZ ej                  g d      j                  dkdk      Zg dZg dZ ede	eeeeedheZ edi ddddddd	dk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$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<dZ ej                  g d>dddddej                  dDd dEdddddej                  dDd dKdddddej                  dDd dQddSdTddej                  dDd d ej                  ej                  ej                  ej                  ej                  ej                  dDd ddddddej                  dDd d]ddÑdđdődƑej                  dDd       j                  ddc      Z	ddj                         Zg dǢZ ej                  g dȢ      j                  dkdk      Zg dɢZg dɢZ ede	eeeeedheZ edi didʓddkddddd	dcd
dldddddd ddddmddddndodldddd˓dd̓drddsdtdd͓dvdddddd d!d"d#d$d%d&d'd(d)d*dwdxdyd,dzd.d/d0d1d2d3d{d3d|d}d~dd8dd:dd<dΓZ ej                  g dϑdБdёdґdӑdԑej                  dDd dՑd֑dבdؑdّdڑej                  dDd dۑdܑdݑdޑdߑdej                  dDd ddddddej                  dDd d ej                  ej                  ej                  ej                  ej                  ej                  dDd ddddddej                  dDd ddddddej                  dDd       j                  ddc      Z	ddj                         Zg dǢZ ej                  g d      j                  dcdc      Zg dZg dZ ede	eeeeedheZy)    N)MarginTableTestBunchrank   N   ic   kk_eq   k_dv	convergedrc	k_autoCnsllgr}v<
k_eq_modelll_0gH%hYdf_mchi2g,Kb@pgmm:r2_pgҺT|	?
propertieszb Vdepvarsexecutionswhichmax	techniquenrsingularHmethodzm-marquardt	ml_methode2crittypezlog likelihooduserpoiss_lftitlezPoisson regressionvceoimopt	moptimizechi2typeLRgofpoiss_g	estat_cmdpoisson_estatpredictpoisso_pcmdpoissoncmdlinezKpoisson sexecutions sincome sperpoverty sperblack LN_VC100k96 south sdegreeg>P4G@gGr)@gtv@g(?g6@gLR@gS 1\?g " @gP2@g{n?gw-?g.))g}kW/U1@g*'gt@g{Kl@&gGf~e?g~!3gUpp$gpSegs<b,@gM6Lg?g	ڟ=g2.J:@gt%@g*8@g闯7-@gM?g1X@gGi/@g_<:g9o@g҄>>gzIͲ/@?gDgz#B'	   z!b se z pvalue ll ul df crit eform)sincomesperpoverty	sperblackLN_VC100k96southsdegree)1g5n
%@bcfq@ܶ? ?&@続'VKjqtb(r<   g˪ˮ@ǼB=U?箥^?"9
X?:"r=   rB   gP?o,ֿyjf{6?r>   rC   rG   ggv1@#E;ӿ[@.E5r?   rD   rH   rK   g>N8eN?kg?c{Wd?r@   rE   rI   rL   rN   gBX.O@00BrA   rF   rJ   rM   rO   rP   ghtB@)r6   r7   r8   r9   r:   r;   _cons)margins_tablemargins_table_colnamesmargins_table_rownamesmargins_covmargins_cov_colnamesmargins_cov_rownamesalphag=g=?      g`F+;go*p@rank0g,%@gn?ll_cchi2_cgb&BQ*?gE'?k_auxnbreg_lfdiparm1zlnalpha, exp label(zNegative binomial regressionchi2_ctdiparm_opt2noprobdispersmeannbreg_pnbregzInbreg sexecutions sincome sperpoverty sperblack LN_VC100k96 south sdegreegAyU2bC@gFJyA@g2%h L?gA(?gY8?gnC[@g͋5*@g(k'@g?g[i͋?gkEQn4g&(/y9@gk^s ghä#@gu;g%t?gM kY:g%@g~egs}<@g,ĿgY?g}IMg=7>I@gAK@g0\@g?^|?g:c:?g*d/g>bTn3@gŲ% 9g$q?7@gQKga^?gJI]QgM%o4@)@g1;F@j=|h*@j[.d?hF}aؿm5ܠ02	Tm>7ل9C?rh   gq/.@d2i
@aᐾwu%[6Eӳܮ)缸\΋?ri   ro   gF
jn@MG(EW=R<f<7@ZVJ?rj   rp   ru   g(t^V@r;\/]q@O#@sTKrk   rq   rv   rz   p4f @Y?瘔?7<Aտrl   rr   rw   r{   r   glM Uq2@g.V|@%rm   rs   rx   r|   r   r   gw[@lxA,Z?rn   rt   ry   r}   r   r   r   gֆ?)r6   r7   r8   r9   r:   r;   rQ   rQ   zMpoisson sexecutions sincome sperpoverty sperblack LN_VC100k96 i.south sdegreeg~r)@gatv@g}(?gBy6@gqLR@g@gvn?gd-?gz))g>kW/U1@gw@gqi@&g|~e?gC!3g@mp$g<b,@g	ڟ=gL/J:@gL)@gx a@gװ@gEƠ?ga8s?g28@gQ@gYiD>g̲/@?g!DgE*B')r6   r7   r8   r9   0b.south1.southr;   )@g>n
%@pfq@ܶ?M&@r   灣獘VKuqtb(r   gꩺˮ@0B=U?rC   r   `9

X?):"r   r   gIR?1 r   -ֿ知j{6?r   rC   r   guv1@r   \D;ӿj@yE5r   r   r   r   r   r   r   r   r   r   r   r   r   gM8eN?L#lg?{Wd?r   r   r   r   r   r   gX.O@絹0Br   r   r   r   r   r   r   gtB@)r6   r7   r8   r9   r   r   r;   rQ   gOg=?g,%@gX?gH'?zKnbreg sexecutions sincome sperpoverty sperblack LN_VC100k96 i.south sdegreegvU2bC@gOyA@g2 L?g(?g38?gXW"oC[@g)5*@gۺk'@g?g
k͋?gUn4g/y9@g ^s g#@g	lK;g˽?gTMkY:g¿܇%@g=~egQ{<@g,Ŀg&X?g-|IMgI7>I@gM{ @gN_Q!@gO"?gRG[S?g4 "g6h9@g_% 9g+'%q?7@g>qQKg^?gZ~
J]Qg%o4@)Qg1;F@A|h*@?.d?.F}aؿr   m.8ܠ02	Tm>Eل9C?r   gq/.@ro   aᐾr   rq   0FEճܮ)~\΋?r   ro   g
jn@G(r   dW=Rr{6@VJ?r   r   r   gt^V@r   6\/]q@O#@lT>Kr   r   r   r   r   r   r   r   r   r   rq   r   r   r   r~   Y?G?7<WAտr   r   r   r   r   r   gM Uq2@g.VZ@%r   r   r   r   r   r   r   giw[@ٮxA,Z?r   r   r   r   r   r   r   r   g?)	r6   r7   r8   r9   r   r   r;   rQ   rQ    )numpynpstatsmodels.tools.testingr   dictestarraynanreshaperR   splitrS   rT   rU   rV   rW   results_poisson_margins_contresults_negbin_margins_contresults_poisson_margins_dummyresults_negbin_margins_dummyr       u/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/discrete/tests/results/results_count_margins.py<module>r      s9    :
 """ " 	"
 " " " " " !" " #" " "" "  !!"" #"$  %"& '"( )"* )+", -". %/"0 1"2 &3"4 5"6 7"8 9": ;"< %="> ?"@ A"B aC"H  ''%'(7'<I''%'')vv'0?' ' 	' *' -<' 	' &	' )8	' :<	'
 '
 %&'
 (8'
 ;J' ' &' (8' :J' FF' ' ./' 2A' ' %' (7' 9I' ' VV' .' ?@' ' &' )8' ;J' ' &' (*vv' 1@' ' ' *' ,<' ' &' (8' :<' ' %&' ( )01   =BBD =  bhh   gam 5 5   4  +'='='%9%9      ) )) ) 	)
 ) ) ) ) ) ) !) ) #) ) )  "!)" #)$ #%)& $')( "))* +), -).  /)0 1)2 3)4 )5)6 7)8 %9): ;)< )=)> 0?)@ A)B C)D E)F G)H  I)J K)L M)N O)P _Q)V  ''$''6'9H''&'(*'1@' ' 	' *' -<' 	' &	' )8	' :<	'
 '
 %&'
 )8'
 <J' ' '' )9' <K' FF' ' ./' 1A' ' &' )8' :J' ' VV' .' ?@' ' &' )8' ;J' ' '' )+' 2A' ' ' *' ,<' ' $' '6' 8:vv' ' %&' ( )01   =BBD =  bhh  " wq!}# &> >  3 +'='='%9%9    """ " 	"
 " " " " " !" " #" " "" "  !!"" #"$  %"& '"( )"* )+", -". %/"0 1"2 &3"4 5"6 7"8 9": ;"< %="> ?"@ A"B cC"H  00%0(70:I00%0')vv00?0 0 	0 *0 -<0 	0 &	0 *8	0 :<	0
 0
 %&0
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 ;J0 0 '0 )90 ;K0 FF0 0 ./0 2A0 0 &0 )80 :J0 0 VV0 .0 ?@0 0 
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vv0 vv0 vv0 FF0 FF0 FF0 -0 0 	0 *0 -<0 0 &0 )80 :<0 0 %&0 )80 ;J0 0 '0 )90 <K0  FF!0  !0  ./!0 1  29A! $ =BBD <  bhh  * gam+ .L L   4  +'='='%9%9    r   