
    M/Ph.                        d Z ddlZddlmZ  e            Z ej        g d          e_        de_        de_	        de_
        de_        d	e_         e            Z ej        d
dg          e_         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_        de_        de_
        de_         ej        g d                              ddd          e_        ddge_        g de_        de_         ej        g d                              ddd          e_        ddge_        ddge_         ej        g d                              ddd          e_         ddge_!        ddge_"         e            Z#de#_         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#_
        de#_        ee_        e#e_#        dS )$z>

Created on Sun Jun 30 23:14:36 2013

Author: Josef Perktold
    N)Holder)<g }#?gJiW?g
a5?g?tA}\?gk&,?g1˞v?g qW?g?1?g\?g8@?g$`tysx?gj	~?gYX?g<*#?gLj%?g;?g5G?g!DK(?g6,?gQnH?gP?gNG 7?gA6ڻP?gu!H?gbU?g d?g'5?g(V?g;ĵ?gl\?g ܮ3?g7n?gEKOˏ?gO?g?/?gC+*?gy|?g4s?g?g+WYT?gWbT?gZ}?g=r}G?g<H?gzv"?gd`T?g"rl=?gv?gWU
&?gҔS?gB?gCQOd?gny?gsLhR?g/$?gR\U?g|b?g*F?gf^Oj?gth?-?g)#. @g-?   g됛Q@g{Gz?瓱}ĘR8?)<g%wag'q?ggѷ?g"?g.gOmWYgG'k/}?gڅIeHgWIUЧg(c:|&g ?gymgogT!yB?g;v?gf2ڨ?gXd?ggh?g+[CgzJ율?geCm釓gZ,g8sg47H
?gvtgTbl[s˓gv?g2afe?gjg=!൐gfs!?g_ZD	gE*Wgy&?giI>
g  ?gYVPh?g
!>?g{1g~S΄?gv;?gs4gn򝐢?gjUu?gh{(g֭\wg};O]ug؍FWggBO?gR`}u?gKY 2?g.i?g㕹3g2eŪ ?g#Sv:f?g:{Q?gO8`4¿gV#` ?gw)<g΄OWgʅʿgd؞g*Õ?gfgp̦g>^(g5]?g׏Cb?gF\?g"?gzl@|s?gVǆ?gh*@-?gjc?g]%U?g+3Bg`MQ?g!髿gCa|MQ瑋gdx?gsWgH?gm{g9UƜg/
i*g]Lr?g9bCyggZpP?g8fU[gMe?g̈́@gpYdg)g8?g,BV\۵?r   gZ!{rXT;g)'?gVƎ~?r   g">gSEggO?gT2"v?gGS?gP߈|gg?gR4%?g,~g?,y?g5{v?g,Ïg,$?g_gX*Si?gD~QZ?gh)<gl.޿mE@gf gWl?g+kq?g7
1g"̣ge}?gH_gm?2@g2zpg;?gOg~$gGTn?gRy=?g	T ?gyؘW?gu<?gk
dvgG[?g5$ݿg9cxg<DHL˿gl!A	?gG2ڿg!ۏܿg6;NQ?g>
Y?g?ֿgU	g?gf&ڿgЎegIs
?g
g ?g2Ƈ6?gM	?g=z}ؿg[1mI?g^ؚ$?g9Կgc%YI?g5l?g"7|gD(bg<%1R9gy	5ܿg؀qgM?g@ ?gO!WY?gG?gCN\gKǜgl?g<*#?g_1.?g$g4c=	?gvٯ;)<ё\CLp@r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   r
   a  structure(list(qr = structure(c(-125.083961390618, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, 0.129099444873581, 0.129099444873581,  0.129099444873581, 0.129099444873581, -1.09802870774065, 5.25877087979451,  0.068920957251135, -0.0806236351850806, 0.135248743629416, 0.103927288950783,  0.110375823737560, -0.34777721920871, -0.00968975253053064, -0.323825518572109,  -0.111945089863713, -0.0158312142322233, -0.0790882697596574,  -0.0545224229528869, -0.0692619310369492, -0.187792141879617,  0.0225529214033557, -0.0864580238016886, 0.128186062672469, -0.00170585231833022,  -0.0189019450830696, 0.092258511717567, -0.0437748649749248,  0.0609370570389346, 0.064007787889781, 0.148452886288055, -0.0155241411471386,  0.0219387752331864, 0.194820922135834, -0.0351768185925551, 0.0864241231009591,  -0.303251621871439, 0.0333004793813178, 0.0339146255514870, 0.0646219340599502,  -0.044389011145094, -0.211743842516218, -0.0189019450830696,  0.0348358448067410, 0.0437409642741953, -0.146644348478276, -0.0225868221040852,  0.0437409642741953, 0.0446621835294492, 0.144768009267039, -0.102118751141005,  -0.179501168582332, -0.106724847417274, 0.0127265826806475, -0.19792555368741,  -0.135896790500314, 0.0667714456555426, -0.127912890288114, -0.0173665796576464,  0.195742141391088, -0.195468969006733, 0.270975047236823, -0.134361425074891,  -0.0284212107206932, 0.112218262248068), assign = 0:1, .Dim = c(60L,  2L), .Dimnames = list(c("1", "2", "3", "4", "5", "6", "7", "8",  "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19",  "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30",  "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41",  "42", "43", "44", "45", "46", "47", "48", "49", "50", "51", "52",  "53", "54", "55", "56", "57", "58", "59", "60"), c("(Intercept)",  "CRSP"))), qraux = c(1.12909944487358, 1.19267141054024), pivot = 1:2,      tol = 1e-07, rank = 2L), .Names = c("qr", "qraux", "pivot",  "tol", "rank"), class = "qr")zmaximum likelihoodzm.marietta ~ CRSPzTtlm(lform = m.marietta ~ CRSP, data = mm, start = list(dof = 3),      estDof = TRUE))r   r   gi_Ṁ?g8GW?gKffr	   gg 8?gx#H>      F)orderz(Intercept)CRSP)Estimatez
Std. Errorzt valuezPr(>|t|)   )gY#i3|?V4r   g:?gԲ)<ghx@g<ڨN g=gwg}5gLgy!8gO:7@gE~ ?gUP̿gLF*gR*	?g&9`W'?ggx&@gk) @gug *繿ggMn?gػ?ޫ?gJCB?gA&9?g7Nx	g psY?gۿҤg=/Կg\gyߢgIv|Sg&gy[Ybg]
@gV|Cg Kgzަ?@gDIۿgV^?yg{]lѿg^|g}k,gÜMg]N7?gggg: g/ǵ?g枿ʿgwiai g`sPgI{?g/1?g@g?ǍgÁ,`Bgv$dgZ[ag-d gv:g<G4@gv
]@gH.?)<\+צd?r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   )<gT'@@gBtgĖMdgOv3gng)I|g{Vgt)"@gKJ?g"%0տg8\g̪t?gę_?gn8){?gS@gQgn;# hϿge~?gpj?gܙ ?g\)?gߊ5|g.T?gH,JgCٿg0OgBy_gJtg6c[g~g*QR@gݚt["g*1	rgMu	@g޿gܹ0ҋZg[	%qV׿g<ۤ1g?pgno~g i?g \gτ&%g4E`lgPfO?gk]j~Կgfr}gou$g2(?gq9HDgE?g&_geުPg	Qg-fg'g&rg?O@gk,	?g.0?)<痘?r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   zm.marietta ~ 1)$__doc__numpynpstatsmodels.tools.testingr   res_t_dfestarrayrandomdofdofseiterlogLikendTimeloc_fitcoefficients	residualsfitted_valueseffectsweightsqrmethodformulatermscallreshapetabletable_rownamestable_colnames
dispersioncov_unscaledcov_unscaled_rownamescov_unscaled_colnames
cov_scaledcov_scaled_rownamescov_scaled_colnames	scale_fit     k/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/statsmodels/miscmodels/tests/results_tmodel.py<module>r;      sh        , , , , , ,fhh RX           
&((rxx 899 BH       ! " " "    "(      "( 
 
 
 
 
 J/
%)'i
       wq#w  (2 LLL  rx ! ! !  wq#w   "/ 9 !. 9 RX     wq#w    -f7 ,f7  FHH	"	 bh        	  #"( $ $ $  	  BH     	  BH     	  )	 &		k	 !   r9   