
    !gl$                        d Z ddlmZ dZddiddiddigdgd	gd
i dZddiddigdgdgdi dZdddddiddigdgdgdi dZddddddiddigddgddgdi dZdddddiddigdgdgd i dZddd!dd"igd#gdgd$i dZ	dddd%dd&idd'igd#gdgd$i dZ
ddddd(dd)idd*igd+d,gd-dgd.i dZdddd/dd0idd1igd2gdgd3i dZdddddd4dd5idd6igg d7g d8d9i dZddddd:dd;idd<igd=d>gddgd?i dZdddd@ddAiddBigdCgdgdDi dZdddddEgdFdGdHez  dIz  dJgd	dKdHez  dLz  dgdMi dZej#                         Zej'                  dNdGdHez  dIz  dJgdOdPdidQ       ddRdSgdTdGgd	dKgdUi dVdWZej#                         Zej'                  dXdGgdYdPdidQ       ddZd[igd\gd]d^gd	dKgd_dVi d`Zej#                         Zej'                  dad^gdbdPdidQ       dddcdddddcdedddcdeddfdcdegdggdgdhi dZej#                         Zej'                  digdjdPdidQ       ddddJdkdAdJdldBdJdlgg dmg dndoi dZddddddddRdJddcdpgdddqdddGdHez  dIz  drgdddqdddGdHez  dIz  drgdsi d[dtZddddddddRdJddcdpd5dJdddRddcdud6dJdddRddcdud6dJdddRdfdcdud6dJdddRddcdvdwd6dJdddRddcdxdwd6dJdddRddcdydwd6dJdddRddcdzd{d|	gdddqdddGdHez  dIz  drgdddqdddGdHez  dIz  drgd}dPdid[dtZy~)z
Results for structural tests

Results from R, KFAS library using script `test_ucm.R`.
See also Stata time series documentation.

Author: Chad Fulton
License: Simplified-BSD
    )pigdg?	irregularTlevelntrendgjX_B@   g$n)modelsparamsstart_paramsllfkwargszfixed interceptgH@g      ?g`Evv)r   r   zdeterministic constant	dconstant)r   r   stochastic_levelzlocal levelllevelg$v>g \*&B?-C6?{Gz?gm<u8<Q)r   r   zrandom walkrwalkgEC?g      ?g)0Q)r   trendzfixed slopegsü@gi,w)r   r   r   zdeterministic trenddtrend)r   r   r   r   z local linear deterministic trendlldtrendgM>gpSPqR?h㈵>g
ٚ)D^R)r   r   r   zrandom walk with driftrwdriftg0yR?gfz]R)r   r   r   r   stochastic_trendzlocal linear trendlltrend)gcuz>g"Մ?g0?)r   r   r   g	(?)r   r   r   r   zsmooth trendstrendgL0L?g? !HG?gmo0?)r   r   r   zrandom trendrtrendg$o?g{-@)r   cyclestochastic_cycledamped_cyclegV6B@皙?   
      MbP?   g5>8DAgb6B@g_:h{loglikelihood_burn)r	   r   r      )r   seasonalgf7C@gY5szgư>)r   r	   r
   r   r   rtolg$C@g'֩6period   )r   freq_seasonalgKzC@g?g1yM)r   r	   r
   r   r(   r   gwzC@g F)r   exogmle_regression)r   r,   r-   numpyg7@g|K<wg<@gF(<w)r   r   r   autoregressive)r   r/   )gH.?gj+݃?gW2ı?)r   r#   r   g.(?)r   r   r   r   r   r   r   r'   r/   r,   r-   gQ?g?gFvJ1yZ)r   r	   r
   r   r   maxiter)r   r/   r   r   r'   r,   r-   YS)r   r/   r   r   r'   r,   r-   freqQSMSmin)g      2@   )	r   r/   r   r   r'   r,   r-   r2   cycle_period_boundsga5eN)__doc__r.   r   LOG2PIr   fixed_interceptdeterministic_constantlocal_levelrandom_walkfixed_slopedeterministic_trend local_linear_deterministic_trendrandom_walk_with_driftlocal_linear_trendsmooth_trendrandom_trendr   copycycle_approx_diffuseupdater'   seasonal_approx_diffuser+   freq_seasonal_approx_diffuseregreg_approx_diffuse
rtrend_ar1lltrend_cycle_seasonal_reg_ar1-lltrend_cycle_seasonal_reg_ar1_approx_diffuse     x/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/statsmodels/tsa/statespace/tests/results/results_structural.py<module>rR      s   	 
d	+	(
 mD
	" 
$	#$ mD	 T*	*+	+
 mD
  TtD	- 	(
 04L
 D1	- 	'
 nE
$ &	-  mD	 TD9	'(	(
 mD
  Tt		45	*	 04L$   D4@	*+	)
 nE
  TtD	2	&'	)	 B&  TD!	#	.!	(	 04L 4@	.!	(
 oF
 "Dd $& 'C2b!,"R-	 zz|    C2b!,#Q') * "q12C K #--/    3#Q' ) * "#+Q-2 3D!K  -113   # #D!#Q'%) * DEBtuEDEBGuE	 mD XXZ    m#Q') * 4	 A6a0	 '&
" TtD4!qA	0 tT663"r	3GT4adRiM" , TtD4!qA	0
 '!d!q	0 q4!q	0 q4!qE	3 q4!q	> q4!q	> q4!q	> q4!q /	1?#H tT663"r	3GT4adRiM 	a _01 -rP   