a
    \:bT                     @   sz  d dl Zd dlmZ e Ze e_dej_dej_dej_dej_	dej_
dej_eg djd	d	d
dej_eg dej_dej_dej_d ej_dej_dej_dej_dej_eg djddd
dej_eg de_eg de_eg de_eg de_de_de_de_eg de_eg de_ de_!eg de_"de_#eg de_$eg de_%eg de_&eg djddd
de_'de_d e_(eg djddd
de_)eg djddd
de_*eg djddd
de_+d e_,d!e_-de_d"e_.d#e_/de_0eg d$e_1eg d%jdd&d
de_2de_3eg d'e_4d(e_5d e_6d)e_7de_8eg d*e_9de_:de_;d(e_<de_=d+e_>d,e_?de_@d-e_Ade_Bd.e_Cd/e_$de_Dde_Ede_Fde_Geg d0jddd
de_Heg djddd
de_Ieg d1jdd2d
de_Jd#e_/d e_Kde_de_eg de_LdS )3    N)Bunchtimes      ZNAzs(times))$gJ[g+`T?g'UgJ,8o?gPAKygOx蒒?gz{?gN_gݸ?gIO7gND舤y?g0b4g<|gR?gf}зgXjy?gˋgEg=~x?gZAΠy?gZ^캍gpci?gT%(=guO*?gbmtgF* ]g0tdy?g*gsqT*0?gek!g1H˛?g%W-?gq^Iwgfi =l?gG]5g ?g.   F)order)333333@gffffff&@1@g8@333333?@)   L@   gO?)gr,?MK?g21&ZTpRLk?r   g*?	|`^K?,\8hÿr   r   gOI?L&5JF%93?g1&ZTpr   r   gDLR?*>Њڿr   r   r   r   gKp?)gf`8	4@g~>DBWOgY]Ig+ E@gd݇6@)g.LS;g1=gqcs[@g8@g$sBgc0*EglNSeEgdDg/=Eg?EgqQDgξEgߓ[Cg"BgğԨCgl<-Ag8rQ!Agtܪ(؞9gxh"g 9 gn8'?gpt@r   g# @gwIg~~U>&g^s&@gcg$gRo)?gG@g܀&/g0)@go!2@g7kD8g?ߐC+gO@g/l$@g3g
\lW=gn<@gxr4%Gg}Pi6g#@g^_0Jg+,t}Cgct @#@gļDCgWb^qSg+#IkKg;D_IgyżKg>ÒLg0rŭ6@g|PgϬF79g{j(g
L|PgrNg0/-Kg"nQg"ZBg<õhFg6LMg0?WPgDw'RgGqNg	ŪFg^@g<0܃QgoZ7g41'0g-a0Bg2h g<s@g#6@g.Tg`8@gWSjFg[ncgk^SyBgݬ /g"f'2@gj_Qu^@g$@gNWMD@geQ%dw:@gJR@@g
Fgk\_Yg}aT;@g=GfDgB.6PgVgq"+*gX=aFgSS0g㝭Ngf5)@gNW{[Sg<]g[HQ!@g_j9gF<gVaMWgE\40cAg%gK5Cg#*BgyDgbJiMgGg<x@g|uH1Cg@gCS>6ge;x@gLug<3g$0gN/gʗg_TBg%9gBv"8g6W1'g	`g5MG>gD綈6gDtt"gWX7g K1).LS;@gd)E<@g>@g8@@g~@@ggyC@g`D@g)n*D@gXNTD@g ,D@@E5%C@r   gE;>lB@g	A@gl[uA@gxF?@g
~<<@gtܪ(؞9@g$@gΰI?gn8'D[&r   r   r   r   r   ghn+Bֳ5r   r   r   1A8r   aL:r   mD=r   F?r    r    jAr!   gW}8Bnl%	\Cr"   r"   Gr#   r#   r#   璹mvHr$   K<Kr%   gҏĈMev)Nr&   gmNg0HZOg!-Og.NPgl7
PgYSo}Og󕀎Og֐kN Lgx2LgGwYIHr'   gyF|23Dr(   継8Ar)   g$@gN]v;Gx8r*   g"ti5gG5'甹EN!r+   r+   g6 g@7]7&@r,   gA,@g/:@gd<bB@gBզG@g
w3H@TuK@r-   g;]!M@gX=aN@gwBv-5O@gIV_GO@gEB&O@0DN@r.   gēzxN@B0N@r/   !M@r0   yAH@r1   gIVD@g@/=D@gbJi^B@gGks(A@ŷ]i;@r2   g=o'7@CS>6@r3   gfk1s5@g/1@g$0@gR^~U.@g_y)^(@ꤸ&@r4   gdT|%@g6W1'@gOh*@g4(/@Um3@r5   gƊ$%5@r   g8Ag(\%A)r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r      )r   皙r   r8   r8   r8   r7   r8   r8   r7   r8   r8   r8   皙r8   r9   r   r8   r8   r   皙*r9   r9   皙"6r8   r=   @     J33333sK皙D     5rB   ffffffI33333sE:rB   rC   皙Nr9   皙TfffffVlS     BffffffUfffff^皙yYfffffX皙Z      \rC   rN   rM   33333R_rN   皙y]zrO   皙[rN   rN        `rR   fffffW33333sTr?   皙PLrS   fffff&FrE   r9   fffffZrB   ffffffPr<   F3333338      #@      rB        B@33333sG@ffffff1皙B@K   333333 @33333sK@皙H@rf      F@?ri   r<   r@   ffffffQ@ffffffA@@@rL   6@rf   ffffff%@皙@r7   rB   r:   >@ffffff%ffffff=@r   rw   ffffff-@r7   r   rt   rt   rE   ffffff-r:   r   rt   rz   r8   rt   r8   rt   g[O@)ge3n?g1?g۳oV ?g}x>t?gx0]W?)g*/j?gme?g:t?gsT?g?)s=͜?g@-?g;Eё?g2e?g5JS?gT؅2?gy?gɺ?giA֊?gڋ ?tǖ?r|   gv!?gW(m;?g˞)?gK$JȢ?gR?g7?glw?g꿋<?g;0(d?%xlF?r}   r}   r}   r}   r}   g0T?~fH?r~   r~   r~   C/?r   碝[R?r   ??r   lȑ?r   r   Y$8
?r   gE1H\?b\l5?r   r   1y-?r   r   r   Q8?r   {*?r   gpa!|?|k-?r   gh2ޖ?gr`+?g8=?g'>!%ז?gGœDX?gup]?g(ϓ?gv>b`?g(7?gib?	0?r   g ?Sy?T\?r   w%Ҁuˡ?r   gGτ5c?g^?Д0i?+r?r   g	y;?gtQ?G?r   r   g2sD?g5%?rzS{c
?r   ga1?gk6?gU?gd?g?jWi?r   gѡ6?g9P^aԧ?gy\?gscrQ?g`0#?>܆?r   gDuj?(5+?r   p LY?r   璖j?r   g(?g`@?g 4?gI.?eܩ?r   gf X3?矟Df?r   gw<z?ge4:?gG?g5??g'E&n?\b,ާ?r   gj!O^?gxV-?g1Cǯ?g/
oӦ?׸}ر)?r   g\9wtV-?r{   )gĵ5?gm0TXٿgPOK?g\qJ\@r   gOts@r   r   r   r   gA5gC2@r   r   r   g\{^ҿg 銐7?g,$@r   r   g+ͻ(2gܓ=gnح?gs7g{~@)gvR@5?Ǵ?gQ?-RX(@r   gekmN@ANK.@J}\	@0 V_2@gQ?r   g>kM@kE@mFu֩"@r   r   r   g&CP@;Eu	N?r   r   r   r   gO@V@)gPqT@GNwɿ[@o_$S Xk1@r   gAUꛨ`O@<+@ *ڿ
@RB_B2@r   r   g`XnP@IZ?@nM*@r   r   r   gOP@Z;jhr   r   r   r   gX@)gEogs8qÿgH?grq|?g76?gav}]g?lŬ?gE?gd~ߺg4{mg@g&u?gw-+%̰g^5E3ÿg^lز?g7,?gG>g0_;g;%Fg-Fmg"(?gl6?g!6̷?gDZ%gO?gyPÖ@gL5@gyPÖ@ZGCV)r   r   r   r   r   (
  r   r7   r8   r   r8   r8   r8   r7   r8   r8   r7   r8   r8   r8   r9   r8   r9   r   r8   r8   r   r:   r9   r9   r;   r<   r=   r8   r=   r>   r?   r@   rA   rB   rB   rC   rD   rE   rB   rC   rF   r9   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rC   rN   rM   rS   rT   rN   rU   rV   rO   rW   rN   rN   rX   rR   rY   rZ   r?   r[   r\   rS   r]   rE   r9   r^   rB   r_   r<   r`   ra   rb   rc   rd   rB   re   rf   rg   rh   ri   rj   rk   rl   rf   rm   rn   ro   ri   r<   r@   rp   rq   rr   rL   rs   rf   rt   ru   r7   rB   r:   rv   rw   rx   r   rw   ry   r7   r   rt   rt   rE   rz   r:   r   rt   rz   r8   rt   r8   rt   r	   g@g	@g@rc   g@gffffff@g333333@g333333@gffffff @皙!@r   g333333#@
   gffffff$@g333333%@   g&@gffffff*@g333333+@g+@333333-@r   r   r   r   r   g-@.@r   r   r   333333/@r   皙/@r   rm   rm   3333330@r   r   ffffff0@r   g0@0@r   r   皙1@r   r   r   r
   r
   皙2@r   g3333333@ffffff3@r   g3@g3333334@gffffff4@g3333335@gffffff5@g5@   g3333337@gffffff7@   3333338@r   g8@   r   ffffff9@r   g9@   333333:@r   gffffff:@   333333;@r   r   g;@g333333<@ffffff<@r   g<@rx   g333333>@   r       r   gffffff@@g33333@@gfffff@@g333333A@rq   皙A@r   g33333A@A@r   rh   rh   &   r   gC@g33333C@(   g333333D@D@r   g333333E@ffffffE@r   +   ,   g333333F@-   gLG@fffffG@r   gffffffH@gLI@4   gJ@7   r   g33333K@r      )r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   gb%n
`@magic)gh&"@gIQ&@gYq 7 @g?l @g y#@gUv^}b@)":gcB'?gK^b?@H;@)gQ?糔"p?V˖wȘ?r   gbbۦ?INi8׃?d5P|c?$DV2?r   r   g(+??x2S?\Cu餃?r   r   r   gpѐ?y%Zr   r   r   r   gxN?)r   r   g#wd=@r   rc   )MZnumpyZnpZstatsmodels.tools.toolsr   Zpls5ZsmoothZtermZbs_dimZdimZbyZlabelZspZarrayZreshapeZBDZxpZrankZdfZnull_space_dimZS_scaleZvnZ
first_paraZ	last_paraSZcoefficientsZ	residualsZfitted_valuesZlinear_predictorsZdevianceZnull_devianceiterZweightsZprior_weightsZdf_nullyZsig2ZedfZedf1ZhatRZnsdfZVeZVpZrVZgcv_ubreZaicZgcv_ubre_devmethodZfull_spZcmXZmodelZassignoffsetZdf_residualZmin_edfZ	optimizerZp_coeffZseZp_tZp_pvZresidual_dfmZchi_sqZs_pvZscaleZr_sqnZdev_explZ
dispersionZ	pTerms_pvZpTerms_chi_sqZ	pTerms_dfZcov_unscaledZ
cov_scaledZs_tableZsp_criterionparams r   r   Hlib/python3.9/site-packages/statsmodels/gam/tests/results/results_pls.py<module>   s   


.))/	



