--------------------------------------- BETAHAT 7- LONGLEY ---------------------------------------

OLS Y CONSTANT X1 X2 X3 X4 X5 X6 / FULL




    ORDINARY LEAST SQUARES ESTIMATION
SINGULAR VALUE DECOMPOSITION

DEPENDENT VARIABLE IS   Y
RESULTS OUTPUT # 2
OBSERVATIONS FROM  1 TO  16 
NUMBER OF OBSERVATIONS    16            DEGREES OF FREEDOM   9
R**2                      .995479       R**2 ADJ             .992465
UNCENTERED R**2           .9999878      MEAN OF DEP VAR      65317
F TEST(6,9)               330.2853      PROB OF F TEST       4.98403E-10
DURBIN-WATSON             2.559488      DURBIN'S H           0
R**2 TIMES N              15.92766      VARIANCE OF ESTIMATE 92936.01
SUM OF SQUARED RESID      836424.1      SEE OR RMSE          304.8541
SUM OF ABS(RES)           2869.944      RHO                 -.3667674
LOG(LIKELIHOOD)          -109.6174      SCHWARZ CRITERION   -119.3215
AKAIKE CRITERION         -116.6174      STD DEV OF DEP VAR   3511.968

NAME                   COEFFICIENT     STD. ERR.  T-RATIO     SIGNIF
----------------------------------------------------------------------
CONSTANT             -3482259       890420.4     -3.910803     0.003560
X1                    15.06187      84.91492      .177376      0.863141
X2                   -.03581918     .03349101    -1.069516     0.312681
X3                   -2.02023       .4883997     -4.136427     0.002535
X4                   -1.033227      .2142742     -4.821985     0.000944
X5                   -.05110411     .2260732     -.2260511     0.826212
X6                    1829.151      455.4785      4.01589      0.003037

coefficients and SE's displayed to 15 digits 
-3482258.63459582   
 15.0618722713738   
-.0358191792925914   
-2.02022980381683   
-1.03322686717359   
-.05110410565358   
 1829.15146461355   

 890420.383607888
 84.914925774675
 .0334910077722635
 .488399681651935
 .214274163161792
 .226073200069478
 455.47849914248
STDEV of res  304.854073562151




Regression Anova

Source        Sum of Squares         DF                     MS Error                F-stat
------------+----------------------+----------------------+-----------------------+----------------------
Regression  | 184172401.944493     | 6                    | 30695400.3240822      | 330.2853             
------------+----------------------+----------------------+-----------------------+----------------------
Residual    | 836424.055506936     | 9                    | 92936.0061674373      |
------------+----------------------+----------------------+-----------------------+----------------------
Total       | 185008826            | 15                   |


 --------------------------------------- NIST - LONGLEY ---------------------------------------
 CERTIFIED REGRESSION STATISTICS
                                      STANDARD DEVIATION
 PARAMETER     ESTIMATE                     OF ESTIMATE
           -3482258.63459582           890420.383607373
           15.0618722713733            84.9149257747669
           -0.358191792925910E-01     0.334910077722432E-01
           -2.02022980381683            0.488399681651699
           -1.03322686717359            0.214274163161675
           -0.511041056535807E-01      0.226073200069370
           1829.15146461355             455.478499142212

 RESIDUAL
 STANDARD DEVIATION  304.854073561965
 R-SQUARED           0.995479004577296


 CERTIFIED ANALYSIS OF VARIANCE TABLE

 SOURCE OF  DEGREES OF  SUMS OF            MEAN            F STATISTIC
 VARIATION  FREEDOM     SQUARES           SQUARES

 REGRESSION    6     184172401.944494  30695400.3240823  330.285339234588
 RESIDUAL      9     836424.055505915  92936.0061673238