
    M/PhT                     	   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j        g d                              d	d	d
          ej        _         ej        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j        g d                              ddd
          ej        _         ej        g d          e_         ej        g d          e_         ej        g d          e_         ej        g d          e_        de_        de_        de_         ej        g d          e_         ej        g d          e_         de_!         ej        g d          e_"        de_#         ej        g d          e_$         ej        g d          e_%         ej        g d          e_&         ej        g d                              ddd
          e_'        de_        d e_(         ej        g d                              ddd
          e_)         ej        g d                              ddd
          e_*         ej        g d                              ddd
          e_+        d e_,        d!e_-        de_        d"e_.        d#e_/        de_0         ej        g d$          e_1         ej        g d%                              dd&d
          e_2        de_3         ej        g d'          e_4        d(e_5        d e_6        d)e_7        de_8         ej        g d*          e_9        de_:        de_;        d(e_<        de_=        d+e_>        d,e_?        de_@        d-e_A        de_B        d.e_C        d/e_$        de_D        de_E        de_F        de_G         ej        g d0                              ddd
          e_H         ej        g d                              ddd
          e_I         ej        g d1                              dd2d
          e_J        d#e_/        d e_K        de_        de_         ej        g d          e_L        dS )3    N)Bunchtimes      NAzs(times))$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$@gN]v;Gx8r,   g"ti5gG5'甹EN!r-   r-   g6 g@7]7&@r.   gA,@g/:@gd<bB@gBզG@g
w3H@TuK@r/   g;]!M@gX=aN@gwBv-5O@gIV_GO@gEB&O@0DN@r0   gēzxN@B0N@r1   !M@r2   yAH@r3   gIVD@g@/=D@gbJi^B@gGks(A@ŷ]i;@r4   g=o'7@CS>6@r5   gfk1s5@g/1@g$0@gR^~U.@g_y)^(@ꤸ&@r6   gdT|%@g6W1'@gOh*@g4(/@Um3@r7   gƊ$%5@r   g8Ag(\%A)r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r      )r   皙r   r:   r:   r:   r9   r:   r:   r9   r:   r:   r:   皙r:   r;   r   r:   r:   r   皙*r;   r;   皙"6r:   r?   @     J33333sK皙D     5rD   ffffffI33333sE:rD   rE   皙Nr;   皙TfffffVlS     BffffffUfffff^皙yYfffffX皙Z      \rE   rP   rO   33333R_rP   皙y]zrQ   皙[rP   rP        `rT   fffffW33333sTrA   皙PLrU   fffff&FrG   r;   fffffZrD   ffffffPr>   F3333338      #@      rD        B@33333sG@ffffff1皙B@K   333333 @33333sK@皙H@rh      F@?rk   r>   rB   ffffffQ@ffffffA@@@rN   6@rh   ffffff%@皙@r9   rD   r<   >@ffffff%ffffff=@r   ry   ffffff-@r9   r   rv   rv   rG   ffffff-r<   r   rv   r|   r:   rv   r:   rv   g[O@)ge3n?g1?g۳oV ?g}x>t?gx0]W?)g*/j?gme?g:t?gsT?g?)s=͜?g@-?g;Eё?g2e?g5JS?gT؅2?gy?gɺ?giA֊?gڋ ?tǖ?r~   gv!?gW(m;?g˞)?gK$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_$S Xk1@r   gAUꛨ`O@<+@ *ڿ
@RB_B2@r   r   g`XnP@IZ?@nM*@r   r   r   gOP@Z;jhr   r   r   r   gX@)gEogs8qÿgH?grq|?g76?gav}]g?lŬ?gE?gd~ߺg4{mg@g&u?gw-+%̰g^5E3ÿg^lز?g7,?gG>g0_;g;%Fg-Fmg"(?gl6?g!6̷?gDZ%gO?gyPÖ@gL5@gyPÖ@GCV)r   r   r   r   r   (
  r   r9   r:   r   r:   r:   r:   r9   r:   r:   r9   r:   r:   r:   r;   r:   r;   r   r:   r:   r   r<   r;   r;   r=   r>   r?   r:   r?   r@   rA   rB   rC   rD   rD   rE   rF   rG   rD   rE   rH   r;   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rS   rT   rE   rP   rO   rU   rV   rP   rW   rX   rQ   rY   rP   rP   rZ   rT   r[   r\   rA   r]   r^   rU   r_   rG   r;   r`   rD   ra   r>   rb   rc   rd   re   rf   rD   rg   rh   ri   rj   rk   rl   rm   rn   rh   ro   rp   rq   rk   r>   rB   rr   rs   rt   rN   ru   rh   rv   rw   r9   rD   r<   rx   ry   rz   r   ry   r{   r9   r   rv   rv   rG   r|   r<   r   rv   r|   r:   rv   r:   rv   r   g@g	@g@re   g@gffffff@g333333@g333333@gffffff @皙!@r   g333333#@
   gffffff$@g333333%@   g&@gffffff*@g333333+@g+@333333-@r   r   r   r   r   g-@.@r   r   r   333333/@r   皙/@r   ro   ro   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<@rz   g333333>@   r       r   gffffff@@g33333@@gfffff@@g333333A@rs   皙A@r   g33333A@A@r   rj   rj   &   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?$DV2?r   r   g(+??x2S?\Cu餃?r   r   r   gpѐ?y%Zr   r   r   r   gxN?)r   r   g#wd=@r   re   )Mnumpynpstatsmodels.tools.toolsr   pls5smoothtermbs_dimdimbylabelsparrayreshapeBDxprankdfnull_space_dimS_scalevn
first_para	last_paraScoefficients	residualsfitted_valueslinear_predictorsdeviancenull_devianceiterweightsprior_weightsdf_nullysig2edfedf1hatRnsdfVeVprVgcv_ubreaicgcv_ubre_devmethodfull_spcmXmodelassignoffsetdf_residualmin_edf	optimizerp_coeffsep_tp_pvresidual_dfmchi_sqs_pvscaler_sqndev_expl
dispersion	pTerms_pvpTerms_chi_sq	pTerms_dfcov_unscaled
cov_scaleds_tablesp_criterionparams     i/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/statsmodels/gam/tests/results/results_pls.py<module>r0     sx       ) ) ) ) ) ) uwwegg         wq!3w          (    
 
 
 
 
 wq!3w  BH        - - - - -\ RX ( ( ( ( ( R " (# (# (# ( ( R ! 	rx      RX       	    
 
 	28      BH     	 28 . . . . .^ 
    
 
 wq!3w  	
"( 	 	 	 	 	 wq!3w  "(      wq!3w  "( 
 
 
 
 
 wq!3w   	$ 28      RX     0 wsASw!!1 
4 bh      $ 
"(      	# 	
 	
		!" BH 
 
 
 
 
 wq!3w   "(      wq!3w  rx     wq!3w  # 	
bh     r.  