| Obs | No | Xsex | Xshintyou | Xtaijyuu | Xkyoui | Xjitaku | Xkodukai | Xcarryer | Xtsuushin |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | F | 145.5 | 42 | 76 | 自宅生 | 0 | 3700 | |
| 2 | 3 | F | 146.7 | 41 | 85 | 自宅生 | 10000 | Vodafone | 6000 |
| 3 | 4 | F | 148.0 | 42 | . | 自宅生 | 50000 | . | |
| 4 | 5 | F | 148.0 | 43 | 80 | 自宅生 | 50000 | DoCoMo | 4000 |
| 5 | 6 | F | 148.9 | . | . | 自宅生 | 60000 | . | |
| 6 | 7 | F | 149.0 | 45 | . | 下宿生 | 60000 | . | |
| 7 | 8 | F | 150.0 | 43 | 82 | 自宅生 | 0 | 4980 | |
| 8 | 9 | F | 150.0 | 46 | 86 | 40000 | . | ||
| 9 | 10 | F | 150.0 | 47 | . | 自宅生 | . | . | |
| 10 | 11 | F | 151.0 | 42 | . | 自宅生 | . | 7700 |
The MEANS Procedure
| Variable | Label | N | Mean | Std Dev | Minimum | Maximum |
|---|---|---|---|---|---|---|
|
No
Xshintyou
Xtaijyuu
Xkyoui
Xkodukai
Xtsuushin
|
身長
体重
胸囲
仕送り月額
月額通信料
|
771
731
676
239
620
402
|
387.0000000
168.9127223
59.9954142
86.0845188
36328.77
5359.08
|
222.7128196
7.6696066
9.4703651
9.6981443
45404.14
3985.83
|
2.0000000
145.5000000
35.0000000
30.5000000
0
0
|
772.0000000
187.0000000
100.0000000
112.0000000
350000.00
35918.00
|
The REG Procedure
Model: MODEL1
Dependent Variable: Xtaijyuu 体重
| Number of Observations Read | 771 |
|---|---|
| Number of Observations Used | 239 |
| Number of Observations with Missing Values | 532 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 2 | 13923 | 6961.53645 | 140.05 | <.0001 |
| Error | 236 | 11731 | 49.70737 | ||
| Corrected Total | 238 | 25654 | |||
| Root MSE | 7.05035 | R-Square | 0.5427 |
|---|---|---|---|
| Dependent Mean | 61.08326 | Adj R-Sq | 0.5388 |
| Coeff Var | 11.54219 |
| Parameter Estimates | ||||||
|---|---|---|---|---|---|---|
| Variable | Label | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | Intercept | 1 | -100.18384 | 9.94691 | -10.07 | <.0001 |
| Xshintyou | 身長 | 1 | 0.80438 | 0.06118 | 13.15 | <.0001 |
| Xkyoui | 胸囲 | 1 | 0.29281 | 0.04941 | 5.93 | <.0001 |
The REG Procedure
Model: MODEL1
Dependent Variable: Xtaijyuu 体重
| Obs | No | Xsex | Xshintyou | Xtaijyuu | Xkyoui | Xjitaku | Xkodukai | Xcarryer | Xtsuushin | pred3 | resid3 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | F | 145.5 | 42.0 | 76 | 自宅生 | 0 | 3700 | 39.1079 | 2.89213 | |
| 2 | 3 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 | 42.7084 | -1.70844 |
| 3 | 4 | F | 148.0 | 42.0 | . | 自宅生 | 50000 | . | . | . | |
| 4 | 5 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 | 42.2901 | 0.70992 |
| 5 | 6 | F | 148.9 | . | . | 自宅生 | 60000 | . | . | . | |
| 6 | 7 | F | 149.0 | 45.0 | . | 下宿生 | 60000 | . | . | . | |
| 7 | 8 | F | 150.0 | 43.0 | 82 | 自宅生 | 0 | 4980 | 44.4845 | -1.48448 | |
| 8 | 9 | F | 150.0 | 46.0 | 86 | 40000 | . | 45.6557 | 0.34428 | ||
| 9 | 10 | F | 150.0 | 47.0 | . | 自宅生 | . | . | . | . | |
| 10 | 11 | F | 151.0 | 42.0 | . | 自宅生 | . | 7700 | . | . | |
| 11 | 12 | F | 151.0 | 45.0 | . | 自宅生 | 20000 | docomo | 5000 | . | . |
| 12 | 13 | 151.0 | 46.0 | . | 自宅生 | 0 | 6500 | . | . | ||
| 13 | 14 | F | 151.0 | 50.0 | . | 下宿生 | 60000 | J-PHONE | . | . | . |
| 14 | 15 | F | 151.0 | . | . | 下宿生 | . | . | . | . | |
| 15 | 16 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | 45.2663 | -3.76631 |
Plot of Xtaijyuu*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc.
|
100 + A B
| A
| A A A A
| B A A A B
80 + A A B A B AAAA A A A
体 | B AB AAA CA A CB B AA
重 | A AA AAA AEE GHC JEGFA KAABAA C
| A DAC F DD ENF EJC IFGB DIB DAA
60 + A AA BFA CBJHAGNKBLPGBKCIF AHA AB
| B C HC GDE KGLWBGKI FDB HB A AA
| A A CDBG EIA EFD JHGEBACA CA A A
| A ACB CABA BAC AD ABCA AA A A
40 + A AA AA B ABA B
| A
|
|
20 +
|
--+------------+------------+------------+------------+------------+--
140 150 160 170 180 190
身長
NOTE: 96 obs had missing values.
Plot of Xtaijyuu*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc.
|
100 + A
|
| A A AA
| A AB
80 + A C A A
体 | A ABACA A
重 | A C AAABMFAC CA A
| A BAAC GCJCAD A
60 + A A BF AIBKDHBAA A
| A A B B ADC PCAAEA
| A B C CFEFBAA
| B EBAAAA
40 + B A B
| A
|
|
20 +
|
--+------------+------------+------------+------------+------------+--
20 40 60 80 100 120
胸囲
NOTE: 532 obs had missing values.
Plot of pred3*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc.
80 +
| A A A A A
| A A AAB AB A
| A D CAAAC BCBAAA AA A A
| A BAACACAADACB DACA A A A A A
| BAAB HBDDAAAACACAA B A
60 + BDBEBAC DADCAG
| AAB BBACACCBA AA A A A
| A AA DEAAC A AA A A A
pred3 | A ABBCAAABAA A
| A A A A A
| A A B A
40 + A
|
| A
|
|
|
20 +
-+---------+---------+---------+---------+---------+---------+---------+
30 40 50 60 70 80 90 100
体重
NOTE: 532 obs had missing values.
Plot of resid3*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc.
40 +
|
|
| A
|
R | A A A A
e 20 + A
s | A AA A
i | B A A
d | A A A BA A A A
u | B A A A ACA DB A A
a | A A A C A B BB CDC EAABA AB B
l 0 +-----------A--B------AB--B--BA-A--ABA-BB-AEC--BA-BC-A-AAAA-A-----------
| A A A A AA D DD CB ABA BFACEC EB BBA CA CA A A
| A A BCA BBAAAB A AD AAA C A
| A AB B A A AA ABA
| A A AA
|
-20 +
-+-------------+-------------+-------------+-------------+-------------+
140 150 160 170 180 190
身長
NOTE: 532 obs had missing values.
Plot of resid3*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc.
40 +
|
|
| A
|
R | A A A A
e 20 + A
s | A A A A
i | B AA
d | A C AAA A A
u | AA A EF ABA
a | A A A B A D BEDBADC B BB A
l 0 +-----------------------------------A------ECCBEACJB--D-AA--A--A--------
| A A C HDBDQCFKCABC
| B ACBCBFADE A
| BA BB DAA A
| A A A A
|
-20 +
-+-------------+-------------+-------------+-------------+-------------+
20 40 60 80 100 120
胸囲
NOTE: 532 obs had missing values.
Plot of resid3*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc.
40 +
|
|
| A
|
R | A AA A
e 20 + A
s | A A A A
i | A A A A
d | A A A B AA A A
u | A E AACACA A A
a | A A A AA A AAACDADABC DABAAA A
l 0 +-------------B--A-AAA-CB--BBA-DABCBB-BC-BCA-AA-------------------------
| AA AABBBDEAACAHBAD HCEBABBABAB
| A B BBAEBABABAC A BA A
| A A B B A A B D
| A A A A
|
-20 +
-+---------+---------+---------+---------+---------+---------+---------+
30 40 50 60 70 80 90 100
体重
NOTE: 532 obs had missing values.
The UNIVARIATE Procedure
Variable: resid3 (Residual)
| Moments | |||
|---|---|---|---|
| N | 239 | Sum Weights | 239 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 7.02065983 | Variance | 49.2896645 |
| Skewness | 1.32058829 | Kurtosis | 3.04031534 |
| Uncorrected SS | 11730.9402 | Corrected SS | 11730.9402 |
| Coeff Variation | . | Std Error Mean | 0.45412873 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 7.02066 |
| Median | -1.32782 | Variance | 49.28966 |
| Mode | -9.35463 | Range | 45.61067 |
| Interquartile Range | 7.61121 | ||
Note: The mode displayed is the smallest of 8 modes with a count of 2.
| Tests for Location: Mu0=0 | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Student's t | t | 0 | Pr > |t| | 1.0000 |
| Sign | M | -14.5 | Pr >= |M| | 0.0699 |
| Signed Rank | S | -1824 | Pr >= |S| | 0.0883 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.918783 | Pr < W | <0.0001 |
| Kolmogorov-Smirnov | D | 0.092365 | Pr > D | <0.0100 |
| Cramer-von Mises | W-Sq | 0.662482 | Pr > W-Sq | <0.0050 |
| Anderson-Darling | A-Sq | 4.195176 | Pr > A-Sq | <0.0050 |
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 31.55591 |
| 99% | 24.67218 |
| 95% | 14.40373 |
| 90% | 8.15524 |
| 75% Q3 | 3.28217 |
| 50% Median | -1.32782 |
| 25% Q1 | -4.32904 |
| 10% | -7.72647 |
| 5% | -9.35463 |
| 1% | -12.25011 |
| 0% Min | -14.05476 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -14.0548 | 658 | 22.9861 | 25 |
| -14.0182 | 700 | 24.2084 | 655 |
| -12.2501 | 718 | 24.6722 | 524 |
| -11.6889 | 708 | 24.9772 | 356 |
| -10.6505 | 152 | 31.5559 | 523 |
| Missing Values | |||
|---|---|---|---|
| Missing Value |
Count | Percent Of | |
| All Obs | Missing Obs | ||
| . | 532 | 69.00 | 100.00 |
