SDA 4.1.4: Regression
SCF Combined Extract Data
|
May 19, 2024 (Sun 10:41 AM PDT) |
Variables |
Role |
Name |
Label |
Range |
MD |
Dataset |
Dependent |
FINLIT |
Number of financial literacy questions answered correctly |
0-3 |
|
1 |
Independent |
INCQRTCAT |
Income quartile groups |
1-4 |
|
1 |
Independent |
EDUC |
Highest completed grade by reference person |
-1-14 |
|
1 |
Weight |
WGT |
Sample weight |
.2000000000-31,115.8200760000 |
|
1 |
|
Regression Coefficients |
Test That Each Coefficient = 0 |
|
B |
SE(B) |
Beta |
SE(Beta) |
T-statistic |
Probability |
INCQRTCAT |
-.007 |
.002 |
-.009 |
.002 |
-3.989 |
.000 |
EDUC |
.049 |
.001 |
.150 |
.002 |
70.378 |
.000 |
Constant |
.028 |
.006 |
|
|
4.461 |
.000 |
|
Color coding: |
<-2.0 |
<-1.0 |
<0.0 |
>0.0 |
>1.0 |
>2.0 |
T |
Effect of each variable: |
Negative |
Positive |
|
- Multiple R = .146
- R-Squared = .021
- Adjusted R-Squared = .021
- SE of Estimate (Root MSE) = .956
|
Global Tests for Groups of Variables |
Group |
Wald Chi-sq |
df |
Adjusted Wald F |
P |
Numerator |
Denominator |
All independent variables |
5,869.891 |
2 |
267758 |
2,934.934 |
.000 |
P = Probability that ALL B's in the group equal 0
|
Confidence Intervals (95 percent) |
Cells contain: -Upper limit -Lower limit
|
Regression Coefficients |
B |
Beta |
INCQRTCAT |
-.004 -.011 |
-.004 -.013 |
EDUC |
.050 .048 |
.154 .146 |
Constant (Intercept) |
.040 .016 |
|
|
|
Allocation of cases (unweighted) |
Valid cases |
267,760 |
Cases with invalid codes on variables in the analysis |
5 |
Total cases |
267,765 |
|
Missing data excluded: Listwise
|
Datasets |
1 |
/sda/data/scfcomb2019 |
2 |
/data/scfcomb2019/NEWVARS |
|