
    !g7              
       @	   d Z 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$d%d&d'd(d)d*d+d,d-d.d-d/d0d1d2d3d4d5d2d6d7d8d9Z ej                  g d:d;d<d=d>d?ej                  d@ddAdBdCdDdEdFej                  d@ddGdHdIdJdKdLej                  d@ddMdNdOdPdQdRej                  d@ddSdTdUdVdWdXej                  d@ddYdZd[d\d]d^ej                  d@dd_d`dadbdcddej                  d@ddedfdgdhdidjej                  d@ddkdldmdndodpej                  d@ddqdrdsdtdudvej                  d@ddwdxdydzd{d|ej                  d@dd}d~ddddej                  d@dddddddej                  d@d      j                  dd      Z
dj                         Zdgdz  Z ej                  g d      j                  dd      Zdgdz  Zdgdz  Z ede
eeeeedeZ edi ddddddd
dddddddddddddddddddddddddddddd d!d"d#d$d%d&d'd(d)d*dd,d-d.d-d/d0d1d2d3d4d5d2d6d7d8d9Z ej                  g ddddddej                  d@dddddddej                  d@dddddddej                  d@dddddddej                  d@dddddddej                  d@dddddddej                  d@dddddddej                  d@dddddddej                  d@dddÑdđdődƑdǑej                  d@ddȑdɑdʑdˑd̑d͑ej                  d@ddΑdϑdБdёdґdӑej                  d@ddԑdՑd֑dבdؑdّej                  d@ddڑdۑdܑdݑdޑdߑej                  d@d      j                  dd      Z
dj                         Zdgdz  Z ej                  g d      j                  dd      Zdgdz  Zdgdz  Z ede
eeeeedeZy)zEResults for GMM estimation with Stata gmm

autogenerated, but edited
    N)ParamsTableTestBunchrank   Ni  Qgo&mX?Jg]3'@J_df   k_1	converged   
has_xtinsttypen_eqk	n_moments   k_aux
k_eq_modelk_eqcmdlinezqgmm (lw - {xb:s iq expr tenure rns smsa dyear*} - {b0}), instruments(expr tenure rns smsa dyear* med kww age mrt)cmdgmm	estat_cmd	gmm_estatpredictgmm_pmarginsnotok_ALLeqnames1	techniquegnwinit
Unadjusted	estimatortwostepwmatrixrobustvcevcetypeRobustparamszvxb_s xb_iq xb_expr xb_tenure xb_rns xb_smsa xb_dyear_67 xb_dyear_68 xb_dyear_69 xb_dyear_70 xb_dyear_71 xb_dyear_73 b0inst_1z`expr tenure rns smsa dyear_67 dyear_68 dyear_69 dyear_70 dyear_71 dyear_73 med kww age mrt _consparams_1sexp_1a  lw - ({xb_s} *s + {xb_iq} *iq + {xb_expr} *expr + {xb_tenure} *tenure + {xb_rns} *rns + {xb_smsa} *smsa + {xb_dyear_67} *dyear_67 + {xb_dyear_68} *dyear_68 + {xb_dyear_69} *dyear_69 + {xb_dyear_70} *dyear_70 + {xb_dyear_71} *dyear_71 + {xb_dyear_73} *dyear_73) - {b0}
propertieszb Vg 6y?gZ?gTa @gKŃ<gPE?g硢?gS 1\?g3՞g;$%t?gL5g2n6?gB?=ag:^q'7?gKk?g}ט?g1)@gLQe>gr0Ĝ?gr3*G?g_\ť?g\!E?gk@g/	2>g Z?g.fT]?gQ0ץg9~ME?gOEgjx`?gQf2ſg&rg_?gz`#?gD6@gp?g	A&Vnc?g
4?gVy(g<M惪?gA, OcgI?gmF ÿgi^Ϩ?gc-\?gZ?gec'h?guCX?g:pe>gs@!}m?gK?gp.?g)X	@gsS?g&4l?gnU?gM_?gdN/g?gI9Qw@g}8z?gOa?g|a?g<?gnw
?gC?gb`S?gDXg'?gxu?g6Z?gOܬ5?gi@?g=H锿gn'?gp:@g*+Ј?gz'@gJe N9gY^6l
@g1eS@	   z!b se z pvalue ll ul df crit eform_cons)gXa~<?ZtoD+dw>%J>w)QW'An۾d)`Xtr(v瘻ϳR4烠DI<Ue?r4   g*I^]>K aʮ>Ԟ*@]|Y?h&kkL>qҴ ?tr?W;ze19>JD\Wr5   r@   g`Uc7?6*[hQ?t%Gi:x??yl ?ɋǸ>}xz!tG:!L5l0Nr6   rA   rK   gGP?`O|,Lw>l>9?]A? (q?ƶ9Qg?߹]?;f.?pH?r7   rB   rL   rU   gpR?}c]!?`H;'?6(?6K/fo!>3Ƨ?ottr8   rC   rM   rV   r^   gܬ+vO?牵-D?bfF?50?C?aȎ3?hy+4?ձ4}Y?r9   rD   rN   rW   r_   rf   gue?>3%L?M?udWO?M?U^P?!6?r:   rE   rO   rX   r`   rg   rm   g/V|d?{w!RN?l_QL?an$J?eV;"O?>ߨ`r;   rF   rP   rY   ra   rh   rn   rs   g^b?^S?ؠ/R?,U?۔d?r<   rG   rQ   rZ   rb   ri   ro   rt   rx   g8n?'ĊfT?3Y?|wqx?r=   rH   rR   r[   rc   rj   rp   ru   ry   r|   ge1i?2^?Etjq?r>   rI   rS   r\   rd   rk   rq   rv   rz   r}   r   ge޸n?Tov?r?   rJ   rT   r]   re   rl   rr   rw   r{   r~   r   r   gFO?)params_tableparams_table_colnamesparams_table_rownamescovcov_colnamescov_rownamesglV?gab*@zygmm (lw - {xb:s iq expr tenure rns smsa dyear*} - {b0}), instruments(expr tenure rns smsa dyear* med kww age mrt) onesteponestepgY?g,@<?gt8 @g|Ʋ<g
ΰ?gfF?g%Bnhg]ڗt?gw}LgC?gkg-%S??gx<?gi|?g$Jn~@gJdȉ>gg(?g0v7?gߋz?gna?g#_[@g4>gQ1<?gE??g)"g`+B?g!lF5(g"M{d?gٽ|ſgnl(JgQg$?gm?g| ;_@g^GRJcS?g$Ӱ?g;<?g_""glw8z?g5Zqg-?g̚ĿgYG^?g>?g9zRo?gfE?gGQ?g|?Ogy"^W?g8?g?gS>	@g9yanoW?gZRt%?g@D\?gvJJS?g1K?g9N|@gI.~q?gJL-?gb?g1kw?g|G}e?ga8q?gQ?1/?gI1rgZT-ڱ?g&I޷?gtdљ'?g*[_[?gAG?g1gO@3?gWkP"@g7-q?g\o
(@gsUi&9gIKd@gzm@)gVfO0<?Sʀv8P%g>缋>^'D9f9֌Cm)5j aoL(04{D l1e?r   go>&~ݙ>Q/{
䳉Y?aw  T4>B5?Ȟxݧ3SlhdIuh>ԹZ^Wr   r   g3?O2lUT
?YwR 猾Om?ߩ)#?>f>A白!^Nr   r   r   g\Kz?{f w!>$IPt^?21?ARr?a	Ү:?E{_?s?WH?r   r   r   r   gH#gR?Fs!?Hh(?V :*?7*>3S l>R
tC?tPYMNtr   r   r   r   r   gxO?6=?uf?ܷh0?5k?烻_¿3?a4?(]qY?r   r   r   r   r   r   gne?繧r9L?D!O&N?@>PO?	M?DP?<ea4?r   r   r   r   r   r   r   go9oSd?jŧ{N?L?W{J?/~N?F	`r   r   r   r   r   r   r   r   g|^tb?ȖHS?狓kQ?6Li>-U?<|d?r   r   r   r   r   r   r   r   r   g̢荛n?@P;T?	OY?vTx?r   r   r   r   r   r   r   r   r   r   g_ϫ2i?Mb]?㍳>&q?r   r   r   r   r   r   r   r   r   r   r   g54ATn?{6u?r   r   r   r   r   r   r   r   r   r   r   r   go&8? )__doc__numpynpstatsmodels.tools.testingr   dictestarraynanreshaper   splitr   r   r   r   r   results_twostepresults_onestepr       w/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/sandbox/regression/tests/results_gmm_griliches.py<module>r      s  
  :  !	!	! ! 	!
 
! 	! ! ! 
! 
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!  @!!" 	#!$ %!& '!( )!* +!, -!. /!0 1!2 3!4 	5!6 7!8 D9!: n;!< F=!> Y?!@ A!F rxx %(7:I$&(ff/>   * ,< 	 &	 )8	 :<	
 
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 )8
 ;J  & )8 ;J FF  ./ 2A  & )8 ;J  VV . ?@  ' )9 <K  ' )+ 2A  	 * -<  & )8 :<  %& )8 ;J  ' )9 <K  FF!  !  ./!  4A!" #" %#" (7#" 9I#$ %$ VV%$ .%$ ?@%& '& &'& *8'& ;J'( )( &)( (*vv)( 1@)* +* 	+* *+* -<+, -, &-, )8-, :<-. /. %&/. )8/. ;J/0 10 %10 '710 :I12 FF32 32 ./32 3A34 54 &54 )854 :J56 76 VV76 .76 ?@78 98 &98 )898 ;J9: ;: &;: (*vv;: 1@;< = < 	A= @ <AAC  	B bhh + +V gb"oW Z y2~y2~ ' // 
  !	!	! ! 	!
 
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!  H!!" 	#!$ %!& '!( )!* +!, -!. /!0 1!2 3!4 	5!6 7!8 D9!: n;!< F=!> Y?!@ A!F rxx $'69H%')vv0?   * ,< 	 &	 )8	 :<	
 
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 )8
 ;J  & +8 ;J FF  ./ 2A  & )8 <J  VV . ?@  ' )9 <K  ' )+ 2A  	 * -<  & )8 :<  %& )8 ;J  ' )9 <K  FF!  !  ./!  2A!" #" &#" )8#" :J#$ %$ VV%$ .%$ ?@%& '& &'& *8'& ;J'( )( &)( (*vv)( 1@)* +* 	+* *+* -<+, -, &-, )8-, :<-. /. %&/. *8/. <J/0 10 &10 (810 ;J12 FF32 32 ./32 2A34 54 &54 +854 :J56 76 VV76 .76 ?@78 98 &98 *898 ;J9: ;: &;: (*vv;: 1@;< = < 	A= @ <AAC  	B bhh + +V gb"oW Z y2~y2~ ' // 
r   