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st: xtivreg2 interpretation


From   "Hinh Khieu" <[email protected]>
To   <[email protected]>
Subject   st: xtivreg2 interpretation
Date   Fri, 15 Jun 2007 18:01:46 -0400

Dear all:

I have a question on the output from an -xtivreg2-. I have no idea what
centered R2 and uncentered R2 mean. From my output below, something seems
wrong because they (R2)are negative and not within 100%. I'd greatly
appreciate any help in pointing out what went wrong and what the R2's mean. 

xtivreg2 fwlever2 (fwmature2=assetmaturity3 sizesq2) tobq mat1timestobq
faratio profit size2 volatility ditc dnolcfw utilities abearning, fe robust
endog(fwmature2)

FIXED EFFECTS ESTIMATION
------------------------
Number of groups =      1335                    Obs per group: min =
2
                                                               avg =
7.5
                                                               max =
18

IV (2SLS) estimation
--------------------

Statistics robust to heteroskedasticity

                                                      Number of obs =
10055
                                                      F( 10,  8710) =
1.66
                                                      Prob > F      =
0.0834
Total (centered) SS     =  50.06018214                Centered R2   =
-40.7795
Total (uncentered) SS   =  50.06018214                Uncentered R2 =
-40.7795
Residual SS             =  2091.489561                Root MSE      =
.4897

----------------------------------------------------------------------------
--
             |               Robust
    fwlever2 |      Coef.   Std. Err.      z    P>|z|     [95% Conf.
Interval]
-------------+--------------------------------------------------------------
--
   fwmature2 |   2.915908   2.365878     1.23   0.218    -1.721127
7.552942
        tobq |  -.0927389   .0460798    -2.01   0.044    -.1830537
-.0024242
mat1timest~q |   .1526628   .1317093     1.16   0.246    -.1054828
.4108084
     faratio |   .2151688   .1522816     1.41   0.158    -.0832977
.5136353
      profit |  -.3728907   .1829763    -2.04   0.042    -.7315176
-.0142638
       size2 |   .0143121   .0164876     0.87   0.385    -.0180031
.0466273
  volatility |  -.1012111   .2871649    -0.35   0.725    -.6640439
.4616217
        ditc |   .0355573   .0276784     1.28   0.199    -.0186913
.0898059
     dnolcfw |  -.0073382    .020889    -0.35   0.725    -.0482799
.0336035
   abearning |   .4821497   .6914696     0.70   0.486    -.8731058
1.837405
----------------------------------------------------------------------------
--
Anderson canon. corr. LR statistic (underidentification test):
1.291
                                                   Chi-sq(2) P-val =
0.5243
Test statistic(s) not robust
----------------------------------------------------------------------------
--
Cragg-Donald F statistic (weak identification test):
0.645
Stock-Yogo weak ID test critical values: 10% maximal IV size
19.93
                                         15% maximal IV size
11.59
                                         20% maximal IV size
8.75
                                         25% maximal IV size
7.25
Test statistic(s) not robust
Source: Stock-Yogo (2005).  Reproduced by permission.
----------------------------------------------------------------------------
--
Hansen J statistic (overidentification test of all instruments):
0.229
                                                   Chi-sq(1) P-val =
0.6325
-endog- option:
Endogeneity test of endogenous regressors:
40.445
                                                   Chi-sq(1) P-val =
0.0000
Regressors tested:    fwmature2
----------------------------------------------------------------------------
--
Instrumented:         fwmature2
Included instruments: tobq mat1timestobq faratio profit size2 volatility
ditc
                      dnolcfw abearning
Excluded instruments: assetmaturity3 sizesq2



Many thanks in advance.

Regards,
Hinh

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