Data for
the following results were selected according to:
educ<90 and paeduc<90 and wordsum<90
Pearson correlation matrix
PAPRES16 PAEDUC
SEX WORDSUM
EDUC
PAPRES16
1.000
PAEDUC
0.476 1.000
SEX
-0.038 -0.040
1.000
WORDSUM
0.177 0.293
0.014 1.000
EDUC
0.273 0.474
-0.108 0.522
1.000
PRESTIGE
0.192 0.292
-0.043 0.379
0.556
PRESTIGE
PRESTIGE 1.000
Number of observations: 675
>splom papres16 paeduc sex wordsum educ prestige/smooth=linear short
Data for
the following results were selected according to:
educ<90 and paeduc<90 and wordsum<90
>select
educ<90 and paeduc<90 and wordsum<90
>model
wordsum=constant+paeduc+papres16+sex
>rem
sex is coded 1=male 2=female
>estimate
Data for
the following results were selected according to:
educ<90 and paeduc<90 and wordsum<90
5 case(s)
deleted due to missing data.
Dep Var:
WORDSUM N: 719 Multiple R: 0.303826
Squared multiple R: 0.092310
Adjusted
squared multiple R: 0.088502 Standard error of estimate: 2.054056
Effect
Coefficient Std Error Std Coef
Tolerance t P(2 Tail)
CONSTANT
4.378826 0.362671 0.000000
. 12.07381 0.00000
PAEDUC
0.137021 0.019713 0.282134
0.770550 6.95088 0.00000
PAPRES16
0.006559 0.006372 0.041727
0.772529 1.02933 0.30367
SEX
0.029808 0.154545 0.006890
0.994761 0.19288 0.84711
Analysis of Variance
Source
Sum-of-Squares df Mean-Square
F-ratio P
Regression
306.792182 3 102.264061
24.238086 0.000000
Residual
3016.690433 715 4.219147
-------------------------------------------------------------------------------
Durbin-Watson
D Statistic 1.827
First
Order Autocorrelation 0.080
>model
educ=constant+wordsum+paeduc+papres16+sex
>estimate
Data for
the following results were selected according to:
educ<90 and paeduc<90 and wordsum<90
5 case(s) deleted due to missing data.
Dep Var:
EDUC N: 719 Multiple R: 0.618721 Squared
multiple R: 0.382815
Adjusted
squared multiple R: 0.379358 Standard error of estimate: 2.270464
Effect
Coefficient Std Error Std Coef
Tolerance t P(2 Tail)
CONSTANT
8.266779 0.439853 0.000000
. 18.79440 0.00000
WORDSUM
0.550614 0.041338 0.411044
0.907690 13.31981 0.00000
PAEDUC
0.204384 0.022514 0.314164
0.721777 9.07819 0.00000
PAPRES16
0.008666 0.007048 0.041158
0.771386 1.22952 0.21928
SEX
-0.607067 0.170832 -0.104756
0.994709 -3.55359 0.00041
Analysis of Variance
Source
Sum-of-Squares df Mean-Square
F-ratio P
Regression
2282.977191 4 570.744298 110.716490
0.000000
Residual
3680.675104 714 5.155007
-------------------------------------------------------------------------------
*** WARNING
***
Case
1381 is an outlier (Studentized
Residual = -5.588342)
Durbin-Watson
D Statistic 1.915
First
Order Autocorrelation 0.041
>model
prestige=constant+educ+wordsum+paeduc+papres16+sex
>estimate
Data for
the following results were selected according to:
educ<90 and paeduc<90 and wordsum<90
49 case(s) deleted due to missing data.
Dep Var:
PRESTIGE N: 675 Multiple R: 0.567514
Squared multiple R: 0.322072
Adjusted
squared multiple R: 0.317005 Standard error of estimate: 12.333206
Effect
Coefficient Std Error Std Coef
Tolerance t P(2 Tail)
CONSTANT
2.332017 2.987268 0.000000
. 0.78065 0.43528
EDUC
2.491493 0.212965 0.479234
0.603898 11.69906 0.00000
WORDSUM
0.830702 0.262192 0.118884
0.719712 3.16829 0.00160
PAEDUC
0.051207 0.136024 0.014929
0.644345 0.37646 0.70670
PAPRES16
0.036288 0.039828 0.033051
0.770103 0.91112 0.36256
SEX
0.264358 0.961973 0.008832
0.981048 0.27481 0.78355
Analysis of Variance
Source
Sum-of-Squares df Mean-Square
F-ratio P
Regression
4.83445E+04 5 9668.901805 63.566040
0.000000
Residual
1.01760E+05 669 152.107979
-------------------------------------------------------------------------------
*** WARNING
***
Case
1381 has large leverage (Leverage =
0.049942)
Durbin-Watson
D Statistic 2.010
First
Order Autocorrelation -0.006
>rem case 1381 has no formal schooling (EDUC=0)