
    !g.                        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      j1                  ddd      e_        ddge_        g de_        de_         ej                  g d      j1                  ddd      e_        ddge_        ddge_         ej                  g d      j1                  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_#        y)$z>

Created on Sun Jun 30 23:14:36 2013

Author: Josef Perktold
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   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     h/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/miscmodels/tests/results_tmodel.py<module>r;      s    ,h RXX        
(rxxx 89 BHH    ! "   "((   "(( 
 
 J/
%)'i
    wq#w  (2 L  rxx ! wq#w   "/ 9 !. 9 RXX  wq#w    -f7 ,f7  H	"	 bhh   	  #"(( $ 	  BHH  	  BHH  	  )	 &		k	 ! r9   