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Similar to Statistics summary of dataset distributions
Similar to Statistics summary of dataset distributions (20)
Statistics summary of dataset distributions
- 1. Statistics
v1 v2 v3 v4 v5
N Valid 200 201 200 201 197
Missing 2 1 2 1 5
Mean 3.7190 3.1134 3.2730 3.5532 3.3538
Std. Error of Mean .06667 .06637 .06923 .05009 .06348
Median 3.8000 3.2000 3.3000 3.6000 3.4000
Mode 5.00 3.40 3.10a
3.90 3.70
Std. Deviation .94281 .94099 .97901 .71014 .89103
Variance .889 .885 .958 .504 .794
Skewness -.559 -.060 -.446 -.397 -.318
Std. Error of Skewness .172 .172 .172 .172 .173
Kurtosis -.132 -.542 -.435 -.204 -.517
Std. Error of Kurtosis .342 .341 .342 .341 .345
Range 4.00 4.00 4.00 3.60 4.00
Minimum 1.00 1.00 1.00 1.40 1.00
Maximum 5.00 5.00 5.00 5.00 5.00
Percentiles 25 3.0000 2.4000 2.7000 3.0000 2.8000
50 3.8000 3.2000 3.3000 3.6000 3.4000
75 4.4000 3.8000 4.0000 4.1000 4.0000
a. Multiple modes exist. The smallest value is shown
v1
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.00 3 1.5 1.5 1.5
1.40 2 1.0 1.0 2.5
1.60 1 .5 .5 3.0
2.00 6 3.0 3.0 6.0
2.20 3 1.5 1.5 7.5
2.40 6 3.0 3.0 10.5
2.60 7 3.5 3.5 14.0
- 2. 2.80 8 4.0 4.0 18.0
3.00 15 7.4 7.5 25.5
3.20 17 8.4 8.5 34.0
3.40 11 5.4 5.5 39.5
3.60 15 7.4 7.5 47.0
3.80 11 5.4 5.5 52.5
4.00 15 7.4 7.5 60.0
4.20 18 8.9 9.0 69.0
4.40 15 7.4 7.5 76.5
4.60 10 5.0 5.0 81.5
4.80 12 5.9 6.0 87.5
5.00 25 12.4 12.5 100.0
Total 200 99.0 100.0
Missing System 2 1.0
Total 202 100.0
v2
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.00 5 2.5 2.5 2.5
1.40 2 1.0 1.0 3.5
1.60 4 2.0 2.0 5.5
1.80 13 6.4 6.5 11.9
2.00 10 5.0 5.0 16.9
2.20 9 4.5 4.5 21.4
2.40 15 7.4 7.5 28.9
2.60 7 3.5 3.5 32.3
2.80 11 5.4 5.5 37.8
3.00 20 9.9 10.0 47.8
3.20 17 8.4 8.5 56.2
3.40 24 11.9 11.9 68.2
3.60 12 5.9 6.0 74.1
3.80 5 2.5 2.5 76.6
4.00 12 5.9 6.0 82.6
4.20 15 7.4 7.5 90.0
4.40 5 2.5 2.5 92.5
4.60 6 3.0 3.0 95.5
- 3. 4.80 2 1.0 1.0 96.5
5.00 7 3.5 3.5 100.0
Total 201 99.5 100.0
Missing System 1 .5
Total 202 100.0
v3
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.00 4 2.0 2.0 2.0
1.10 1 .5 .5 2.5
1.20 4 2.0 2.0 4.5
1.30 1 .5 .5 5.0
1.40 2 1.0 1.0 6.0
1.60 5 2.5 2.5 8.5
1.70 1 .5 .5 9.0
1.80 2 1.0 1.0 10.0
1.90 2 1.0 1.0 11.0
2.00 3 1.5 1.5 12.5
2.10 4 2.0 2.0 14.5
2.20 4 2.0 2.0 16.5
2.30 3 1.5 1.5 18.0
2.40 3 1.5 1.5 19.5
2.50 2 1.0 1.0 20.5
2.60 8 4.0 4.0 24.5
2.70 9 4.5 4.5 29.0
2.80 4 2.0 2.0 31.0
2.90 5 2.5 2.5 33.5
3.00 8 4.0 4.0 37.5
3.10 13 6.4 6.5 44.0
3.20 3 1.5 1.5 45.5
3.30 11 5.4 5.5 51.0
3.40 4 2.0 2.0 53.0
3.50 6 3.0 3.0 56.0
3.60 9 4.5 4.5 60.5
3.70 6 3.0 3.0 63.5
3.80 4 2.0 2.0 65.5
- 4. 3.90 13 6.4 6.5 72.0
4.00 10 5.0 5.0 77.0
4.10 6 3.0 3.0 80.0
4.20 8 4.0 4.0 84.0
4.30 6 3.0 3.0 87.0
4.40 5 2.5 2.5 89.5
4.50 5 2.5 2.5 92.0
4.60 4 2.0 2.0 94.0
4.70 4 2.0 2.0 96.0
4.80 2 1.0 1.0 97.0
4.90 2 1.0 1.0 98.0
5.00 4 2.0 2.0 100.0
Total 200 99.0 100.0
Missing System 2 1.0
Total 202 100.0
v4
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.40 1 .5 .5 .5
1.60 1 .5 .5 1.0
1.80 1 .5 .5 1.5
2.00 1 .5 .5 2.0
2.10 2 1.0 1.0 3.0
2.20 3 1.5 1.5 4.5
2.30 5 2.5 2.5 7.0
2.40 2 1.0 1.0 8.0
2.50 3 1.5 1.5 9.5
2.60 2 1.0 1.0 10.4
2.70 4 2.0 2.0 12.4
2.80 6 3.0 3.0 15.4
2.90 6 3.0 3.0 18.4
3.00 16 7.9 8.0 26.4
3.10 4 2.0 2.0 28.4
3.20 11 5.4 5.5 33.8
3.30 10 5.0 5.0 38.8
3.40 5 2.5 2.5 41.3
- 5. 3.50 16 7.9 8.0 49.3
3.60 7 3.5 3.5 52.7
3.70 4 2.0 2.0 54.7
3.80 8 4.0 4.0 58.7
3.90 19 9.4 9.5 68.2
4.00 9 4.5 4.5 72.6
4.10 10 5.0 5.0 77.6
4.20 9 4.5 4.5 82.1
4.30 12 5.9 6.0 88.1
4.40 7 3.5 3.5 91.5
4.50 6 3.0 3.0 94.5
4.60 6 3.0 3.0 97.5
4.70 1 .5 .5 98.0
5.00 4 2.0 2.0 100.0
Total 201 99.5 100.0
Missing System 1 .5
Total 202 100.0
v5
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.00 1 .5 .5 .5
1.40 3 1.5 1.5 2.0
1.50 3 1.5 1.5 3.6
1.60 2 1.0 1.0 4.6
1.80 2 1.0 1.0 5.6
1.90 3 1.5 1.5 7.1
2.00 4 2.0 2.0 9.1
2.10 6 3.0 3.0 12.2
2.20 5 2.5 2.5 14.7
2.30 3 1.5 1.5 16.2
2.40 2 1.0 1.0 17.3
2.50 5 2.5 2.5 19.8
2.60 2 1.0 1.0 20.8
2.70 5 2.5 2.5 23.4
2.80 7 3.5 3.6 26.9
2.90 5 2.5 2.5 29.4
- 6. 3.00 12 5.9 6.1 35.5
3.10 7 3.5 3.6 39.1
3.20 8 4.0 4.1 43.1
3.30 8 4.0 4.1 47.2
3.40 6 3.0 3.0 50.3
3.50 12 5.9 6.1 56.3
3.60 5 2.5 2.5 58.9
3.70 14 6.9 7.1 66.0
3.80 9 4.5 4.6 70.6
3.90 4 2.0 2.0 72.6
4.00 7 3.5 3.6 76.1
4.10 7 3.5 3.6 79.7
4.20 5 2.5 2.5 82.2
4.30 4 2.0 2.0 84.3
4.40 3 1.5 1.5 85.8
4.50 11 5.4 5.6 91.4
4.60 9 4.5 4.6 95.9
4.70 1 .5 .5 96.4
4.80 2 1.0 1.0 97.5
4.90 1 .5 .5 98.0
5.00 4 2.0 2.0 100.0
Total 197 97.5 100.0
Missing System 5 2.5
Total 202 100.0
- 9. v1 Stem-and-Leaf Plot
Frequency Stem & Leaf
5.00 1 . 00044
1.00 1 . 6
14.00 2 . 00000022444444
14.00 2 . 66666688888888
43.00 3 . 0000000000000002222222222222222244444444444
24.00 3 . 666666666666668888888888
47.00 4 . 00000000000000222222222222222222444444444444444
20.00 4 . 66666666668888888888
25.00 5 . 0000000000000000000000000
Stem width: 1.00
Each leaf: 1 case(s)
v2 Stem-and-Leaf Plot
Frequency Stem & Leaf
6.00 1 . 000044
16.00 1 . 6666888888888888
32.00 2 . 00000000002222222244444444444444
- 10. 17.00 2 . 66666688888888888
61.00 3 .
0000000000000000000022222222222222222444444444444444444444444
17.00 3 . 66666666666688888
30.00 4 . 000000000022222222222222244444
8.00 4 . 66666688
6.00 5 . 000000
Stem width: 1.00
Each leaf: 1 case(s)
v3 Stem-and-Leaf Plot
Frequency Stem & Leaf
12.00 1 . 000012222344
10.00 1 . 6666678899
17.00 2 . 00011112222333444
28.00 2 . 5566666666777777777888899999
38.00 3 . 00000000111111111111222333333333334444
35.00 3 . 55555566666666777778888999999999999
33.00 4 . 000000000111112222222233333344444
16.00 4 . 5555566677778899
4.00 5 . 0000
Stem width: 1.00
Each leaf: 1 case(s)
v4 Stem-and-Leaf Plot
Frequency Stem & Leaf
1.00 1 . 4
2.00 1 . 68
13.00 2 . 0112223333344
20.00 2 . 55566777788888899999
45.00 3 . 000000000000000011112222222222233333333344444
51.00 3 . 555555555555555666666777788888888999999999999999999
46.00 4 . 0000000001111111111222222222333333333334444444
12.00 4 . 555555666667
3.00 5 . 000
Stem width: 1.00
Each leaf: 1 case(s)
- 11. v5 Stem-and-Leaf Plot
Frequency Stem & Leaf
4.00 1 . 0444
10.00 1 . 5556688999
20.00 2 . 00001111112222233344
22.00 2 . 5555667777788888889999
40.00 3 . 0000000000011111112222222233333333444444
44.00 3 . 55555555555566666777777777777778888888889999
26.00 4 . 00000001111111222223333444
23.00 4 . 55555555555666666667889
4.00 5 . 0000
Stem width: 1.00
Each leaf: 1 case(s)
- 18. Univariate Statistics
N Mean Std. Deviation
Missing No. of Extremesa
Count Percent Low High
v1 200 3.7190 .94281 2 1.0 0 0
v2 201 3.1134 .94099 1 .5 0 0
v3 200 3.2730 .97901 2 1.0 0 0
v4 201 3.5532 .71014 1 .5 0 0
v5 197 3.3538 .89103 5 2.5 0 0
a. Number of cases outside the range (Q1 - 1.5*IQR, Q3 + 1.5*IQR).
Summary of Estimated Means
v1 v2 v3 v4 v5
All Values 3.7190 3.1134 3.2730 3.5532 3.3538
EM 3.7260 3.1147 3.2729 3.5514 3.3675
Summary of Estimated Standard Deviations
v1 v2 v3 v4 v5
All Values .94281 .94099 .97901 .71014 .89103
EM .94447 .93993 .97873 .70936 .89097
EM Meansa
v1 v2 v3 v4 v5
3.7260 3.1147 3.2729 3.5514 3.3675
a. Little's MCAR test: Chi-Square = 32.145, DF = 22, Sig. = .075
EM Covariancesa
v1 v2 v3 v4 v5
v1 .89202
v2 .52027 .88347
v3 .61907 .62205 .95791
v4 .41159 .44335 .55459 .50319
- 19. v5 .52211 .51330 .68208 .48488 .79382
a. Little's MCAR test: Chi-Square = 32.145, DF = 22, Sig. = .075
EM Correlationsa
v1 v2 v3 v4 v5
v1 1
v2 .586 1
v3 .670 .676 1
v4 .614 .665 .799 1
v5 .620 .613 .782 .767 1
a. Little's MCAR test: Chi-Square = 32.145, DF = 22, Sig. = .075
Imputation Models
Model
Missing Values Imputed Values
Type Effects
v2 Linear
Regression
v4,v1,v3,v5 1 5
v4 Linear
Regression
v2,v1,v3,v5 1 5
v1 Linear
Regression
v2,v4,v3,v5 2 10
v3 Linear
Regression
v2,v4,v1,v5 2 10
v5 Linear
Regression
v2,v4,v1,v3 5 25
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .823a
.678 .671 .51215
a. Predictors: (Constant), v4, v1, v2, v3
b. Dependent Variable: v5
ANOVAa
- 20. Model Sum of Squares df Mean Square F Sig.
1 Regression 103.684 4 25.921 98.823 .000b
Residual 49.312 188 .262
Total 152.996 192
a. Dependent Variable: v5
b. Predictors: (Constant), v4, v1, v2, v3
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig.
B Std. Error Beta
1 (Constant) .118 .203 .582 .561
v1 .103 .055 .109 1.878 .062
v2 .063 .060 .065 1.046 .297
v3 .363 .070 .401 5.187 .000
v4 .417 .092 .331 4.553 .000
a. Dependent Variable: v5
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 1.3529 4.8504 3.3560 .73486 193
Std. Predicted Value -2.726 2.034 .000 1.000 193
Standard Error of Predicted
Value
.038 .196 .079 .024 193
Adjusted Predicted Value 1.3434 4.8456 3.3559 .73376 193
Residual -1.78506 1.47919 .00000 .50679 193
Std. Residual -3.485 2.888 .000 .990 193
Stud. Residual -3.511 2.913 .000 1.003 193
Deleted Residual -1.81096 1.50460 .00010 .52093 193
Stud. Deleted Residual -3.622 2.973 .000 1.011 193
Mahal. Distance .043 27.070 3.979 3.536 193
Cook's Distance .000 .055 .006 .010 193
Centered Leverage Value .000 .141 .021 .018 193
a. Dependent Variable: v5