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\par \b \ul regresion estrato pupas\ulnone \b0 
\par \b \ul SUMMARY OF OUTPUT: ORDINARY LEAST SQUARES ESTIMATION \ulnone \b0 
\par Data set            : \b variables 2009 \b0 
\par Dependent Variable  :\b   TASA_PUPAS \b0  Number of Observations:   22
\par Mean dependent var  :     14,4545  Number of Variables   :    2
\par S.D. dependent var  :     4,59968  Degrees of Freedom    :   20 
 
 
\par 
 
\par R-squared           :    0,007360  F-statistic           :    0,148283
\par Adjusted R-squared  :   -0,042272  Prob(F-statistic)     :    0,704246
\par Sum squared residual:     462,029  Log likelihood        :    -64,7071
\par Sigma-square        :     23,1014  Akaike info criterion :     133,414
\par S.E. of regression  :      4,8064  Schwarz criterion     :     135,596
\par Sigma-square ML     :     21,0013
\par S.E of regression ML:     4,58272

 
 
\par -----------------------------------------------------------------------
\par \b     Variable    Coefficient     Std.Error    t-Statistic   Probability \b0 
\par -----------------------------------------------------------------------
\par     CONSTANT      15,23188       2,263862       6,728274    0,0000015
\par   ESTRATO_MO    -0,2898551      0,7527222     -0,3850758    0,7042455
\par -----------------------------------------------------------------------
\par 
 
\par 
\par \bREGRESSION DIAGNOSTICS \b0 
\par MULTICOLLINEARITY CONDITION NUMBER   4,179186
\par                                       (Extreme Multicollinearity)\par TEST ON NORMALITY OF ERRORS
\par TEST                  DF          VALUE            PROB
\par Jarque-Bera            2           11,82883        0,0027002
\par 
 
 
\par \b DIAGNOSTICS FOR HETEROSKEDASTICITY \b0 
\par RANDOM COEFFICIENTS
\par TEST                  DF          VALUE            PROB
\par Breusch-Pagan test     1          0,7585231        0,3837911
\par Koenker-Bassett test   1          0,2689054        0,6040670
\par SPECIFICATION ROBUST TEST
\par TEST                  DF          VALUE            PROB
\par White                  2           1,219315        0,5435371
\par 
 
 
\par \b \ul COEFFICIENTS VARIANCE MATRIX \ulnone \b0 
\par    CONSTANT  ESTRATO_MO 

\par    5,125071   -1,519493 

\par   -1,519493    0,566591 

\par 
 
\par 
 
\par   OBS      TASA_PUPAS        PREDICTED        RESIDUAL     
\par     1         15,00000        14,94203         0,05797
\par     2         12,00000        13,78261        -1,78261
\par     3         25,00000        14,36232        10,63768
\par     4         14,00000        14,65217        -0,65217
\par     5         12,00000        14,36232        -2,36232
\par     6         14,00000        14,65217        -0,65217
\par     7         14,00000        14,36232        -0,36232
\par     8         16,00000        14,36232         1,63768
\par     9         16,00000        14,36232         1,63768
\par    10         16,00000        14,36232         1,63768
\par    11         19,00000        14,36232         4,63768
\par    12         16,00000        14,36232         1,63768
\par    13         18,00000        14,65217         3,34783
\par    14         17,00000        14,94203         2,05797
\par    15         18,00000        14,65217         3,34783
\par    16         17,00000        14,65217         2,34783
\par    17          9,00000        13,78261        -4,78261
\par    18         13,00000        14,94203        -1,94203
\par    19         15,00000        14,07246         0,92754
\par    20          0,00000        14,94203       -14,94203
\par    21         13,00000        14,94203        -1,94203
\par    22          9,00000        13,49275        -4,49275
\par ========================= END OF REPORT ==============================
\par 
 
 
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