+
    LV-j¢E  ã                   óZ   € ^ RI t ^ RIt^ RIt^ RIHt ^ RIHt ^ RIH	t	H
t
  ! R R4      tR# )é    N)Úassert_allclose)Ústats)Ú_pvalue_dunnettÚDunnettResultc                   óÖ  a € ] tR t^t o . R\O. R]O. R^OR
R.R..t. RNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR
NR	NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NRNRNR
NRNR	NRNRNRNRNRNRNRNt. R_Ot. R`Ot. RaOt. RbOt	. RcOt
. RdO. ReO.t. RfOt. RgOt]! ]]	]R!7      t]! ]]]R!7      t]! ]]]
]]R"7      t. RhO. RiO.t. RjOtR#R$.tR%R&.tR'R(.tR)R*.tR+R,.tRkR-.R.R/..tRlR0.tR1R2.t]! ]]]R!7      t]! ]]]R!7      t]! ]]]]]R"7      t. RmO. RnO. RoO.t. RpOt . RqOt!. RrOt". RsOt#. RtOt$. RuOt%. RvO. RwO.t&. RxOt'. RyOt(]! ]"]$]#R!7      t)]! ]&](]'R!7      t*]! ]] ]%])]*R"7      t+. RzO. R{O.t,. R|Ot-R3R4.t.R5R6.t/R7R8.t0R9R:.t1R;R}.t2R~R.R<R=..t3R€R�.t4R>R?.t5]! ]/]1]0R!7      t6]! ]3]5]4R!7      t7]! ],]-]2]6]7R"7      t8]9Pt                  Pw                  R@R‚RƒR„R…R†R‡RˆR‰RA^^<RERF.RDRB.RC3RŠR‹RŒR�RŽR�R�R‘RA^^<RHRI.RDRB.RG3.4      RJ 4       t<]9Pt                  Pw                  RK]]]]
3]]]]3]] ]!]%3],]-].]23.4      RL 4       t=]9Pt                  Pw                  RM. R’O4      RO 4       t>]9Pt                  Pw                  RPRN^ ^.3RC^^ .3RG^ ^ .3.4      RQ 4       t?]9Pt                  Pw                  RR]]]+]8.4      ]9Pt                  Pw                  RM. R“O4      RS 4       4       t@]9Pt                  Pw                  RM. R’O4      RT 4       tARU tBRV tC]9Pt                  P‰                  RW4      ]9Pt                  Pw                  RX. R”O4      RY 4       4       tERZtFV tGR[# )•ÚTestDunnettç      8@ç      ;@ç      @@ç      <@ç      ?@ç      B@ç      A@ç      C@ç      :@ç      9@ç      =@ç     €0@g      4@g      2@g      .@g      0@g      1@g      ,@g      6@g      5@g      $@g      &@g      "@g     €1@g      /@g      -@g     €6@g     €8@g     €2@g     €:@g      *@g      7@)ÚtwosidedÚlessÚgreater)ÚsamplesÚcontrolÚ	statisticÚpvaluesÚcisg¹ü‡ôÛ×ã?gàœ¥½Áw?gçäE&à×ã?g$Çç_Üw?g8¯ûØnÌÔ?gÇ¥…&äÞg?g ýHVí?gÉq§t°þï?g°¶-Êlë?gÍÌÌÌÌŒ@gSE/:Þê?g(Äüò‡s@g=pF—]ª@g‹lvmæñ?gÐ¬Ìº$@g}Q˜‰Œ@gÓÞà“©â?gÀ[ Añï?g(DÀ!T©â?g77¦',ñï?gòÒMbXÓ?g=,Ôšææ?g_F±ÜÒjí?g )"Ã*Þä?g®Gází?g{ÑÅUg[÷?gxk¶Ã|Éï?gH�þ0Kžô?gÙC²7vŸê?z1rho, n_groups, df, statistic, pvalue, alternativeç      à?çš™™™™™©?r   ç{®Gáz„?çö(\�Âõ@g®Gáz®@ú	two-sidedç…ëQ¸	@gffffff@c                ó  € \         P                  P                  R 4      p\         P                  ! W"3V4      p\         P                  ! V^4       \         P
                  ! V4      p\        WVVVR7      p\        W…RR7       R# )l	   ­Š¥<·~(zh.W)| )ÚrhoÚdfr   ÚalternativeÚrngç{®Gázt?©ÚatolN)ÚnpÚrandomÚdefault_rngÚfullÚfill_diagonalÚarrayr   r   )	Úselfr$   Ún_groupsr%   r   Úpvaluer&   r'   Úress	   &&&&&&&  Úq/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/scipy/stats/tests/test_multicomp.pyÚtest_critical_valuesÚ TestDunnett.test_critical_valuesª   sk   € ô: �i‰i×#Ñ#Ð$KÓLˆÜ�gŠg�xÐ*¨CÓ0ˆÜ
×Ò˜˜aÔ ä—H’H˜YÓ'ˆ	ÜØ iØ#Øô
ˆô
 	˜¨$×/ó    z#samples, control, pvalue, statisticc                ó  € \         P                  P                  R 4      p\        P                  ! VRVRV/ p\        V\        4      '       g   Q h\        VP                  VRR7       \        VP                  VRRR7       R# )	l	   ÈsuVP}—vº*Úd r   r'   g-Cëâ6
?)Úrtolr   ç-Cëâ6?©r:   r*   N)
r+   r,   r-   r   ÚdunnettÚ
isinstancer   r   r   r3   )r1   r   r   r3   r   r'   r4   s   &&&&&  r5   Ú
test_basicÚTestDunnett.test_basicÓ   sf   € ô �i‰i×#Ñ#Ð$JÓKˆä�mŠm˜WÐ?¨gÐ?¸3Ñ?ˆä˜#œ}×-Ò-Ð-Ð-Ü˜Ÿ™ y°tÕ<Ü˜Ÿ
™
 F°¸D×Ar8   r&   r   c                ó¤  € \         P                  P                  R 4      p\        ^
4       F¡  pVP	                  R^dR	R7      pVP	                  R^dR	R7      p\
        P                  ! WEWR7      p\
        P                  ! WEVR7      p\        VP                  VP                  RRR7       \        VP                  VP                  RRR7       K£  	  R# )
ì	   ÿQšy§¾p^\Èj˜.…sU ©Úsize)r   r&   Úrandom_state)r&   gü©ñÒMbP?çñhãˆµøä>r<   Néœÿÿÿ©é
   )r+   r,   r-   ÚrangeÚintegersr   r=   Ú	ttest_indr   r   r3   )r1   r&   r'   Ú_Úsampler   r4   Úrefs   &&      r5   Útest_ttest_indÚTestDunnett.test_ttest_indå   s©   € ô �i‰i×#Ñ#Ð$KÓLˆä�r–ˆAØ—\‘\ $¨°%�\Ó8ˆFØ—l‘l 4¨°5�lÓ9ˆGô —-’-ØØ'ôˆCô —/’/ØØ'ôˆCô
 ˜CŸM™M¨3¯=©=¸tÈ$ÕOÜ˜CŸJ™J¨¯
©
¸ÀD×Ió r8   zalternative, pvaluec                óœ  € \         P                  P                  R 4      pVP                  ^ ^R	R7      pVP                  ^P^dR	R7      pVP                  ^ ^´R	R7      p\        P
                  ! WFVWR7      p\        VP                  VRR7       VP                  4       pVR8X  dƒ   \         P                  ! VP                  4      P                  4       '       g   Q hR
VP                  ^ ,          u;8  d	   R8  g   Q h Q h^<VP                  ^,          u;8  d	   ^d8  g   Q h Q hR# VR8X  dƒ   R
VP                  ^ ,          u;8  d	   R8  g   Q h Q h^<VP                  ^,          u;8  d	   ^d8  g   Q h Q h\         P                  ! VP                  4      P                  4       '       g   Q hR# VR8X  d—   R
VP                  ^ ,          u;8  d	   R8  g   Q h Q h^<VP                  ^,          u;8  d	   ^d8  g   Q h Q hR
VP                  ^ ,          u;8  d	   R8  g   Q h Q h^<VP                  ^,          u;8  d	   ^d8  g   Q h Q hR# R# )rB   rC   )r   r&   r'   gH¯¼šò×z>r)   r   r   r!   NrH   rG   iÄÿÿÿ)r+   r,   r-   rK   r   r=   r   r3   Úconfidence_intervalÚisneginfÚlowÚallÚhighÚisposinf)	r1   r&   r3   r'   Úsample_lessr   Úsample_greaterr4   Úcis	   &&&      r5   Útest_alternativesÚTestDunnett.test_alternativesÿ   sö  € ô �i‰i×#Ñ#Ð$KÓLˆð —l‘l 1 b¨u�lÓ5ˆØ—,‘,˜r 3¨U�,Ó3ˆØŸ™ c¨3°U˜Ó;ˆä�mŠmØ°Ø#ô
ˆô 	˜Ÿ
™
 F°Õ6à×$Ñ$Ó&ˆà˜&Ô Ü—;’;˜rŸv™vÓ&×*Ñ*×,Ò,Ð,Ð,Ø˜"Ÿ'™' !�*Ö* sÔ*Ð*Ñ*Ð*Ð*Ø˜Ÿ™ �
Ö( SÔ(Ð(Ñ(Ð(Ò(Ø˜IÔ%Ø˜"Ÿ&™& �)Ö) cÔ)Ð)Ñ)Ð)Ð)Ø˜Ÿ™˜q�	Ö' CÔ'Ð'Ñ'Ð'Ð'Ü—;’;˜rŸw™wÓ'×+Ñ+×-Ò-Ð-Ò-Ø˜KÔ'Ø˜"Ÿ&™& �)Ö) cÔ)Ð)Ñ)Ð)Ð)Ø˜Ÿ™˜q�	Ö' CÔ'Ð'Ñ'Ð'Ð'Ø˜"Ÿ'™' !�*Ö* sÔ*Ð*Ñ*Ð*Ð*Ø˜Ÿ™ �
Ö( SÔ(Ð(Ñ(Ð(Ò(ñ	 (r8   Úcasec           	     ó  € \         P                  P                  R 4      pVR,          pVR,          pRRRRRR/pVR,          VP                  RR	4      ,          p\        P
                  ! VRVR
VRV/ p\        VP                  VRRR7       VR,          Wb,          ,          p	VR8X  d   V	\         P                  .p	MVR8X  d   \         P                  ) V	.p	VP                  e   Q hVP                  e   Q hVP                  RR7      p
\        V
P                  V	^ ,          RRR7       \        V
P                  V	^,          RRR7       VP                  V
J g   Q hVP                  R8X  g   Q hVP                  RR7      pWºJ g   Q hR# )ì	   Ó><�FÃl&\z]Ô	a#Ž r   r   r   r   r!   r   r   Ú-Ú r&   r'   r(   r;   r<   r   Ngffffffî?©Úconfidence_levelrF   )r+   r,   r-   Úreplacer   r=   r   r3   ÚinfÚ_ciÚ_ci_clrS   rU   rW   )r1   r^   r&   r'   r   r   ÚalternativesÚp_refr4   Úci_refr[   Úci_s   &&&         r5   Útest_against_R_multicomp_glhtÚ)TestDunnett.test_against_R_multicomp_glht&  sr  € ô �i‰i×#Ñ#Ð$KÓLˆØ�y•/ˆØ�y•/ˆØ ¨	°9Ø# Zð1ˆà�Y• × 3Ñ 3°C¸Ó <Õ=ˆä�mŠm˜Wð %¨gð %À;ð %Ø #ñ%ˆô 	˜Ÿ
™
 E°¸4Õ@à�e•˜\Õ6Õ7ˆØ˜)Ô#ØœbŸf™fÐ%‰FØ˜FÔ"Ü—v‘v�g˜vÐ&ˆFØ�w‰wŠÐˆØ�z‰zÒ!Ð!Ð!Ø×$Ñ$°dÐ$Ó;ˆÜ˜Ÿ™  q¥	°¸4Õ@Ü˜Ÿ™ ¨¥°¸DÕAð �w‰w˜"‹}Ðˆ}Ø�z‰z˜TÔ!Ð!Ð!Ø×%Ñ%°tÐ%Ó<ˆØ‹yÐŠyr8   c           	     ój  € \         P                  P                  R 4      p\        P                  ! V P
                  RV P                  RVRV/ p\        V4      pRV9   g   Q hRV9   g   Q hVR8X  d   RV9   g   Q hRV9   g   Q hR# VR	8X  d   R
V9   g   Q hRV9   g   Q hR# R
V9  g   Q hRV9   g   Q hR# )r`   r   r&   r'   z(Sample 2 - Control)z95.0%r   z-infz19.r   rf   z-13.z21.N)r+   r,   r-   r   r=   Ú	samples_3Ú	control_3Ústr)r1   r&   r'   r4   Úres_strs   &&   r5   Útest_strÚTestDunnett.test_strF  sÓ   € ä�i‰i×#Ñ#Ð$KÓLˆä�mŠmØ�^‰^ð
Ø%)§^¡^ð
ØALð
àñ
ˆô �c“(ˆØ%¨Ô0Ð0Ð0Ø˜'Ô!Ð!Ð!à˜&Ô Ø˜WÔ$Ð$Ð$Ø˜GÔ#Ð#Ò#Ø˜IÔ%Ø˜GÔ#Ð#Ð#Ø˜WÔ$Ð$Ò$à Ô'Ð'Ð'Ø˜GÔ#Ð#Ò#r8   c                óF  € \         P                  P                  R 4      p\        P                  ! V P
                  RV P                  RV/ pRp\        P                  ! \        VR7      ;_uu_ 4        VP                  RR7       RRR4       R#   + '       g   i     R# ; i)r`   r   r'   z7Computation of the confidence interval did not converge©ÚmatchrF   )ÚtolN)r+   r,   r-   r   r=   rp   rq   ÚpytestÚwarnsÚUserWarningÚ
_allowance)r1   r'   r4   Úmsgs   &   r5   Útest_warningsÚTestDunnett.test_warnings^  sv   € Ü�i‰i×#Ñ#Ð$KÓLˆä�mŠmØ�^‰^ð
Ø%)§^¡^ð
Ø9<ñ
ˆð IˆÜ�\Š\œ+¨S×1Ö1Ø�N‰N˜tˆNÔ$÷ 2×1×1Ò1ús   Á2BÂB 	c           	     ó  € V P                   V P                  r!\        P                  ! \        R R7      ;_uu_ 4        \
        P                  ! VRVRR/  RRR4       \        P                  ! V4      pV^ ,          .V^ &   \        P                  ! \        RR7      ;_uu_ 4        \
        P                  ! VRV/  RRR4       \        P                  ! V4      pV.p\        P                  ! \        RR7      ;_uu_ 4        \
        P                  ! VRV/  RRR4       \        P                  ! V4      p. V^&   \        P                  ! \        RR7      ;_uu_ 4        \
        P                  ! VRV/  RRR4       . p\        P                  ! \        RR7      ;_uu_ 4        \
        P                  ! VRV/  RRR4       \
        P                  ! VRV/ p\        P                  ! \        RR7      ;_uu_ 4        VP                  ^R	7       RRR4       R#   + '       g   i     ELÍ; i  + '       g   i     EL{; i  + '       g   i     EL3; i  + '       g   i     Lè; i  + '       g   i     L¶; i  + '       g   i     R# ; i)
zalternative must berw   r   r&   ÚbobNzmust be 1D arrayszat least 1 observationzConfidence level mustrc   )
rp   rq   rz   ÚraisesÚ
ValueErrorr   r=   ÚcopyÚdeepcopyrS   )r1   r   r   Úsamples_Úcontrol_r4   s   &     r5   Útest_raisesÚTestDunnett.test_raisesh  sÄ  € ØŸ>™>¨4¯>©>�ô �]Š]œ:Ð-B×CÖCÜ�MŠM˜7ÐG¨GÐGÀÒG÷ Dô —=’= Ó)ˆØ •{�mˆ�‰Ü�]Š]œ:Ð-@×AÖAÜ�MŠM˜8Ð5¨WÒ5÷ Bô —=’= Ó)ˆØ�:ˆÜ�]Š]œ:Ð-@×AÖAÜ�MŠM˜7Ð5¨HÒ5÷ Bô —=’= Ó)ˆØˆ�‰Ü�]Š]œ:Ð-E×FÖFÜ�MŠM˜8Ð5¨WÒ5÷ Gð ˆÜ�]Š]œ:Ð-E×FÖFÜ�MŠM˜7Ð5¨HÒ5÷ Gô �mŠm˜WÐ6¨gÑ6ˆÜ�]Š]œ:Ð-D×EÖEØ×#Ñ#°QÐ#Ô7÷ FÑE÷7 D×CÐCú÷ B×AÐAú÷ B×AÐAú÷ G×Fú÷
 G×Fú÷ F×EÐEúsG   ¼HÂ$H-Ä IÅIÆ#I(Ç<I;ÈH*	È-H>	ÉI	ÉI%	É(I8	É;J	z$ignore:Computation of the confidenceÚ	n_samplesc                óÐ  € \         P                  P                  R 4      pVP                  V^
3R7      pVP                  ^
R7      p\        P
                  ! VRVRV/ pVP                  P                  V38X  g   Q hVP                  P                  V38X  g   Q hVP                  4       pVP                  P                  V38X  g   Q hVP                  P                  V38X  g   Q hR# )l   V=ä0œ(‹LrC   r   r'   N)r+   r,   r-   Únormalr   r=   r   Úshaper3   rS   rU   rW   )r1   r‹   r'   r   r   r4   r[   s   &&     r5   Útest_shapesÚTestDunnett.test_shapesŠ  sÇ   € ô �i‰i×#Ñ#Ð$6Ó7ˆØ—*‘* 9¨b /�*Ó2ˆØ—*‘* "�*Ó%ˆÜ�mŠm˜WÐ?¨gÐ?¸3Ñ?ˆØ�}‰}×"Ñ" y lÔ2Ð2Ð2Ø�z‰z×Ñ I <Ô/Ð/Ð/Ø×$Ñ$Ó&ˆØ�v‰v�|‰| 	˜|Ô+Ð+Ð+Ø�w‰w�}‰}  Ô,Ð,Ò,r8   © N)r	   r
   g     €@@r   r   ç      3@g     €B@r   r   r   r   r   r   r   r   )	r   r	   r   r   r   g     €=@r   r   g      F@)r   r
   r’   )gCRºÝ“ÓÓ>gG!É¬Þá–?g0�[wóTï?ç@Þ«V&üï?gÛ…æ:�´ë?)r;   g€e¥I)è–?g
pUï?r“   gi©¼á´ë?)r;   gmFAðø†?gd;ßO�—è?g�Í9x&´ì?gÏ†ü3ƒxâ?)é   r”   gù1æ®%äï?gé`ýŸÃ|ï?r“   )gœùÕ @g>yX¨5M@ge�zˆFwã?gÕQ÷HÑ?g”¼:Ç€ìî?)g˜#Èùt@gÞÐÃëÿXç?gºwí‰¥Æ Àg@ÛRrÑ'Àgýßûåï‡'À)gg!O¶$ñ/@gjß
sŒÉ+@gŠ"˜4Pé*@g@ÛRrI-@gÿïýò÷9@)géöÝS�@g…Â.Ä¨fö?gæb¿HÀgìÚ¨Ã%Àg”61¼#À)gï@ÇyÜ.@g¹ 4r*@gy›.ê•¯(@g�“²þæ”*@g°â]fý™7@)g…ëQ¸…#@gš™™™™™!@g¸…ëQ¸@g¸…ëQ¸"@)gš™™™™™)@g\�Âõ(\#@gR¸…ëQ(@gffffff"@gš™™™™%@)gš™™™™™@g      !@gÍÌÌÌÌÌ@g{®Gáz @g®Gáz®#@g¤p=
×£ @g„»,Cô¿g¥™Qù®î¿)é7   é@   r–   )r•   é1   é4   )é2   é,   é)   )r•   é/   é0   )gÂ&S£¢?gÅþ²{ò°ì?gXÊ2Ä±.Ú?)gµá°4ð£¢?gZÕ’Žr°ì?gý¤Ú§ã1Ú?)g¤rµ4·’?g(×Èì¬à?gn‡†Å¨kï?)gAJ˜iûï?gÅ¬C9Ñì?gÞT¤ÂØÊ?)gï v¦Ð¹@g$—ÿ�~ûá?g&ßlsczö¿)gÞv:žÇè?g’X†ƒ~ Àg’X†ƒ~.À)gI,ÃA?5@g’X†ƒ~(@g$±8ý@)gBïõÕ8@g_•ùcÀg/„‚Êü1+À)g¨Ía3™3@gO›7Âf2%@g=mÞ›É@)gffffff@gš™™™™™@g      @g333333@)gffffff@g333333@gš™™™™™@gš™™™™™@g       @)ç333333@g      @g      @gÍÌÌÌÌÌ@gš™™™™™	@g}iÆ¢©¿gQ2N¡÷æ¿g`¦l•ˆð¿gì‘¿W¿˜à¿g!%-L$çë¿)r   r”   rI   gö(\�Âõü?r   r   )r   é   rI   g¸…ëQ¸@r   r   )r   é   é   g×£p=
×ÿ?r   r   )r   é   r¡   g¤p=
×£@r   r   )r   é   é   g�Âõ(\�
@r   r   )r   é   r¤   g{®Gáz@r   r   )r   r    é<   g…ëQ¸@r   r   )r   r£   r¦   r    r   r   )r   r”   rI   g×£p=
×@r   r!   )r   rŸ   rI   g{®Gáz@r   r!   )r   r    r¡   g�Âõ(\�@r   r!   )r   rŸ   é   g�Âõ(\�@r   r!   )r   r£   r¤   g®Gáz@r   r!   )r   r¥   r¤   gR¸…ëQ@r   r!   )r   r    r¦   rž   r   r!   )r   r£   r¦   r"   r   r!   )r!   r   r   )r   r   r!   )r”   r    rŸ   )HÚ__name__Ú
__module__Ú__qualname__Ú__firstlineno__Ú	samples_1Ú	control_1Úpvalue_1Úp_1_twosidedÚp_1_greaterÚp_1_lessÚstatistic_1Úci_1_twosidedÚci_1_greaterÚ	ci_1_lessÚdictÚ	pvalues_1Úcis_1Úcase_1Ú	samples_2Ú	control_2Úpvalue_2Úp_2_twosidedÚp_2_greaterÚp_2_lessÚstatistic_2Úci_2_twosidedÚci_2_greaterÚ	ci_2_lessÚ	pvalues_2Úcis_2Úcase_2rp   rq   Úpvalue_3Úp_3_twosidedÚp_3_greaterÚp_3_lessÚstatistic_3Úci_3_twosidedÚci_3_greaterÚ	ci_3_lessÚ	pvalues_3Úcis_3Úcase_3Ú	samples_4Ú	control_4Úpvalue_4Úp_4_twosidedÚp_4_greaterÚp_4_lessÚstatistic_4Úci_4_twosidedÚci_4_greaterÚ	ci_4_lessÚ	pvalues_4Úcis_4Úcase_4rz   ÚmarkÚparametrizer6   r?   rP   r\   rm   rt   r   r‰   Úfilterwarningsr�   Ú__static_attributes__Ú__classdictcell__)Ú__classdict__s   @r5   r   r      sË  ø‡ € òF	
ò 	?ÚØ	ˆtˆØ	ˆð	€IðØðØðØðØðØ $ðØ&*ðØ,0ðØ26ðØ8<ðØ>BðØDHðàðàðàðàðà $ðà&*ðà,0ðà26ðà8<ðà>BðàDGðð 	ðð ðð ðð ðð !%ðð '+ðð -1ðð 37ðð 9=ðð ?Cðð EIðð 	ð	ð ð	ð ð	ð ð	ð !%ð	ð '+ð	ð -1ð	ð 37ð	ð 9=ð	ð ?Cð	ð EIð	ð
 	ðð
 ðð
 ðð
 ðð
 !%ðð
 '+ðð
 -1ðð
 37ðð
 9=ðð
 ?Cðð
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