A május 8-i SPSS output

Regression 

[DataSet1] C:\Program Files\SPSS\World95.sav

Descriptive Statistics

Mean Std. Deviation N
Infant mortality (deaths per 1000 live births) 47,531 38,7417 74
Average female life expectancy 68,70 11,448 74
People who read (%) 75,47 23,127 74
Number of aids cases / 100000 people 31,7186 55,45673 74
Gross domestic product / capita 5833,46 7196,274 74
Daily calorie intake 2741,96 562,262 74

Correlations


Infant mortality (deaths per 1000 live births) Average female life expectancy People who read (%) Number of aids cases / 100000 people Gross domestic product / capita Daily calorie intake
Pearson Correlation Infant mortality (deaths per 1000 live births) 1,000 -,963 -,920 ,314 -,692 -,774
Average female life expectancy -,963 1,000 ,869 -,479 ,676 ,776
People who read (%) -,920 ,869 1,000 -,167 ,627 ,682
Number of aids cases / 100000 people ,314 -,479 -,167 1,000 -,044 -,237
Gross domestic product / capita -,692 ,676 ,627 -,044 1,000 ,760
Daily calorie intake -,774 ,776 ,682 -,237 ,760 1,000
Sig. (1-tailed) Infant mortality (deaths per 1000 live births) . ,000 ,000 ,003 ,000 ,000
Average female life expectancy ,000 . ,000 ,000 ,000 ,000
People who read (%) ,000 ,000 . ,077 ,000 ,000
Number of aids cases / 100000 people ,003 ,000 ,077 . ,353 ,021
Gross domestic product / capita ,000 ,000 ,000 ,353 . ,000
Daily calorie intake ,000 ,000 ,000 ,021 ,000 .
N Infant mortality (deaths per 1000 live births) 74 74 74 74 74 74
Average female life expectancy 74 74 74 74 74 74
People who read (%) 74 74 74 74 74 74
Number of aids cases / 100000 people 74 74 74 74 74 74
Gross domestic product / capita 74 74 74 74 74 74
Daily calorie intake 74 74 74 74 74 74

Variables Entered/Removed(a)
Model Variables Entered Variables Removed Method
1 Average female life expectancy . Forward (Criterion: Probability-of-F-to-enter <= ,050)
2 Number of aids cases / 100000 people . Forward (Criterion: Probability-of-F-to-enter <= ,050)
3 People who read (%) . Forward (Criterion: Probability-of-F-to-enter <= ,050)
a Dependent Variable: Infant mortality (deaths per 1000 live births)


Model Summary(d)
Model R R Square Adjusted R Square Std. Error of the Estimate Change Statistics Durbin-Watson
R Square Change F Change df1 df2 Sig. F Change
1 ,963(a) ,927 ,926 10,5737 ,927 908,007 1 72 ,000
2 ,977(b) ,955 ,953 8,3612 ,028 44,145 1 71 ,000
3 ,981(c) ,962 ,961 7,6874 ,008 13,992 1 70 ,000 1,996
a Predictors: (Constant), Average female life expectancy
b Predictors: (Constant), Average female life expectancy, Number of aids cases / 100000 people
c Predictors: (Constant), Average female life expectancy, Number of aids cases / 100000 people, People who read (%)
d Dependent Variable: Infant mortality (deaths per 1000 live births)

ANOVA(d)
Model
Sum of Squares df Mean Square F Sig.
1 Regression 101517,471 1 101517,471 908,007 ,000(a)
Residual 8049,779 72 111,802

Total 109567,250 73


2 Regression 104603,633 2 52301,816 748,130 ,000(b)
Residual 4963,617 71 69,910

Total 109567,250 73


3 Regression 105430,516 3 35143,505 594,683 ,000(c)
Residual 4136,734 70 59,096

Total 109567,250 73


a Predictors: (Constant), Average female life expectancy
b Predictors: (Constant), Average female life expectancy, Number of aids cases / 100000 people
c Predictors: (Constant), Average female life expectancy, Number of aids cases / 100000 people, People who read (%)
d Dependent Variable: Infant mortality (deaths per 1000 live births)



Coefficients(a)
Model
Unstandardized Coefficients Standardized Coefficients t Sig. 95% Confidence Interval for B Correlations
B Std. Error Beta Lower Bound Upper Bound Zero-order Partial Part
1 (Constant) 271,324 7,528
36,043 ,000 256,317 286,330


Average female life expectancy -3,257 ,108 -,963 -30,133 ,000 -3,473 -3,042 -,963 -,963 -,963
2 (Constant) 296,854 7,085
41,898 ,000 282,726 310,981


Average female life expectancy -3,567 ,097 -1,054 -36,633 ,000 -3,762 -3,373 -,963 -,975 -,925
Number of aids cases / 100000 people -,134 ,020 -,191 -6,644 ,000 -,174 -,093 ,314 -,619 -,168
3 (Constant) 271,332 9,433
28,763 ,000 252,517 290,146


Average female life expectancy -2,823 ,218 -,834 -12,940 ,000 -3,258 -2,388 -,963 -,840 -,301
Number of aids cases / 100000 people -,085 ,023 -,122 -3,767 ,000 -,130 -,040 ,314 -,411 -,087
People who read (%) -,360 ,096 -,215 -3,741 ,000 -,551 -,168 -,920 -,408 -,087
a Dependent Variable: Infant mortality (deaths per 1000 live births)

Excluded Variables(d)
Model
Beta In t Sig. Partial Correlation Collinearity Statistics
Tolerance
1 People who read (%) -,339(a) -6,624 ,000 -,618 ,244
Number of aids cases / 100000 people -,191(a) -6,644 ,000 -,619 ,771
Gross domestic product / capita -,076(a) -1,772 ,081 -,206 ,543
Daily calorie intake -,069(a) -1,363 ,177 -,160 ,398
2 People who read (%) -,215(b) -3,741 ,000 -,408 ,164
Gross domestic product / capita ,028(b) ,730 ,468 ,087 ,442
Daily calorie intake -,004(b) -,106 ,916 -,013 ,375
3 Gross domestic product / capita ,003(c) ,095 ,924 ,011 ,426
Daily calorie intake -,026(c) -,666 ,508 -,080 ,367
a Predictors in the Model: (Constant), Average female life expectancy
b Predictors in the Model: (Constant), Average female life expectancy, Number of aids cases / 100000 people
c Predictors in the Model: (Constant), Average female life expectancy, Number of aids cases / 100000 people, People who read (%)
d Dependent Variable: Infant mortality (deaths per 1000 live births)

Coefficient Correlations(a)
Model

Average female life expectancy Number of aids cases / 100000 people People who read (%)
1 Correlations Average female life expectancy 1,000

Covariances Average female life expectancy ,012

2 Correlations Average female life expectancy 1,000 ,479
Number of aids cases / 100000 people ,479 1,000
Covariances Average female life expectancy ,009 ,001
Number of aids cases / 100000 people ,001 ,000
3 Correlations Average female life expectancy 1,000 ,685 -,912
Number of aids cases / 100000 people ,685 1,000 -,574
People who read (%) -,912 -,574 1,000
Covariances Average female life expectancy ,048 ,003 -,019
Number of aids cases / 100000 people ,003 ,001 -,001
People who read (%) -,019 -,001 ,009
a Dependent Variable: Infant mortality (deaths per 1000 live births)

Casewise Diagnostics(a)
Case Number Std. Residual Infant mortality (deaths per 1000 live births) Predicted Value Residual
1 4,074 168,0 136,683 31,3170
a Dependent Variable: Infant mortality (deaths per 1000 live births)

Residuals Statistics(a)

Minimum Maximum Mean Std. Deviation N
Predicted Value -,223 136,683 43,862 36,3134 104
Std. Predicted Value -1,257 2,346 -,097 ,956 104
Standard Error of Predicted Value ,978 4,937 1,681 ,591 104
Adjusted Predicted Value -2,037 136,683 43,869 36,3659 104
Residual -16,9876 31,3170 -,4647 8,3803 104
Std. Residual -2,210 4,074 -,060 1,090 104
Stud. Residual -2,280 3,823 -,063 1,091 104
Deleted Residual -18,1005 31,3170 -,4718 8,6844 104
Stud. Deleted Residual -2,353 3,823 -,062 1,102 104
Mahal. Distance ,194 29,123 2,873 3,508 104
Cook's Distance ,000 ,416 ,020 ,051 104
Centered Leverage Value ,003 ,399 ,039 ,048 104
a Dependent Variable: Infant mortality (deaths per 1000 live births)

Vissza