| Obs | No | Xsex | Xshintyou | Xtaijyuu | Xkyoui | Xjitaku | Xkodukai | Xcarryer | Xtsuushin |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | F | 145.5 | 42.0 | 76 | 自宅生 | 0 | 3700 | |
| 2 | 3 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 |
| 3 | 5 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 |
| 4 | 8 | F | 150.0 | 43.0 | 82 | 自宅生 | 0 | 4980 | |
| 5 | 9 | F | 150.0 | 46.0 | 86 | 40000 | . | ||
| 6 | 16 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | |
| 7 | 17 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 |
| 8 | 23 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | |
| 9 | 25 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | |
| 10 | 32 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 |
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
|
227
227
227
227
205
140
|
370.9162996
168.9308370
60.0850220
86.6198238
39421.98
5429.31
|
212.2057714
7.7768900
9.0699272
7.0353409
50427.36
3537.61
|
2.0000000
145.5000000
35.0000000
60.0000000
0
0
|
726.0000000
185.0000000
84.5000000
110.0000000
300000.00
25000.00
|
The REG Procedure
Model: MODEL1
Dependent Variable: Xtaijyuu 体重
| Number of Observations Read | 227 |
|---|---|
| Number of Observations Used | 227 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 2 | 12660 | 6329.96980 | 239.04 | <.0001 |
| Error | 224 | 5931.62948 | 26.48049 | ||
| Corrected Total | 226 | 18592 | |||
| Root MSE | 5.14592 | R-Square | 0.6810 |
|---|---|---|---|
| Dependent Mean | 60.08502 | Adj R-Sq | 0.6781 |
| Coeff Var | 8.56440 |
| Parameter Estimates | ||||||
|---|---|---|---|---|---|---|
| Variable | Label | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | Intercept | 1 | -100.51086 | 7.66144 | -13.12 | <.0001 |
| Xshintyou | 身長 | 1 | 0.66051 | 0.04675 | 14.13 | <.0001 |
| Xkyoui | 胸囲 | 1 | 0.56587 | 0.05168 | 10.95 | <.0001 |
The REG Procedure
Model: MODEL1
Dependent Variable: Xtaijyuu 体重
| Obs | No | Xsex | Xshintyou | Xtaijyuu | Xkyoui | Xjitaku | Xkodukai | Xcarryer | Xtsuushin | pred4 | resid4 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | F | 145.5 | 42.0 | 76 | 自宅生 | 0 | 3700 | 38.5993 | 3.4007 | |
| 2 | 3 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 | 44.4848 | -3.4848 |
| 3 | 5 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 | 42.5141 | 0.4859 |
| 4 | 8 | F | 150.0 | 43.0 | 82 | 自宅生 | 0 | 4980 | 44.9668 | -1.9668 | |
| 5 | 9 | F | 150.0 | 46.0 | 86 | 40000 | . | 47.2303 | -1.2303 | ||
| 6 | 16 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | 44.9579 | -3.4579 | |
| 7 | 17 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 | 43.4585 | -8.4585 |
| 8 | 23 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | 49.7777 | -3.2777 | |
| 9 | 25 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | 44.6849 | 10.3151 | |
| 10 | 32 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 | 43.9120 | 0.0880 |
| 11 | 34 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | . | 48.8352 | -0.8352 | |
| 12 | 39 | F | 156.0 | 42.0 | 85 | 自宅生 | 0 | DoCoMo | 15000 | 50.6275 | -8.6275 |
| 13 | 41 | F | 156.0 | 46.0 | 82 | 自宅生 | 10000 | Vodafone | 7000 | 48.9299 | -2.9299 |
| 14 | 42 | F | 156.0 | 48.0 | 70 | 自宅生 | 30000 | . | 42.1394 | 5.8606 | |
| 15 | 43 | F | 156.0 | 49.0 | 85 | 自宅生 | 25000 | . | 50.6275 | -1.6275 |
Plot of Xtaijyuu*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc.
|
100 +
|
|
| A
80 + A B A A A
体 | AA A B A AB A
重 | AA ABD CDB DCB A DA A A A
| AA B BB CHB DB ABBA CA
60 + A A AA BACC BFD ECAAD CA ABA AA
| A A BA CAB DACFACCB A BA A
| AC E CF AAB BB AA A A
| A B A A B A A BA A
40 + A A A A A
| A
|
|
20 +
|
--+------------+------------+------------+------------+------------+--
140 150 160 170 180 190
身長
Plot of Xtaijyuu*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc.
|
100 +
|
|
| A
80 + A BA A A
体 | A A A AA BAA A
重 | C AA A BM BDA C C A A
| A B AA C DCABHB C A BB A
60 + A B F AC FBCH DH AAA A A
| B AA A D C G JBA AE A
| A B C C FE FB A A
| B E BA AAA
40 + AA A B
| A
|
|
20 +
|
--+------------+------------+------------+------------+------------+--
60 70 80 90 100 110
胸囲
Plot of pred4*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc.
80 + A
|
| A A A A A A
| A B AA BADCBA B AA A A
| A E ACA DBAC D AAB A A
| AABB GCEDB BABCACAC A
60 + AAA ACBDAFAABA E AA
| B BACEB GAAA AABA B A
| AAA CDB C AA A A A
pred4 | B CBBBA CB AA A A
| AA A A A
| A AABA A A A
40 + A
|
|
|
|
|
20 +
---+----------+----------+----------+----------+----------+----------+--
30 40 50 60 70 80 90
体重
Plot of resid4*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc.
|
20 +
| A
| A A
| A B A
R 10 + A A A
e | A B A B BBB BB B A A
s | A C AA B FA B A BA A
i | A AB AA B B DCB B A A A BB A
d 0 +-----------A--A-----AAA--A--B--B---AA-BB--CC-ACAADB-B-AA---A--A--------
u | A A A A BA C CB CB BBA BCABDD CB AAAACB D
a | AA BBA BCA A BA AD A ABA
l | A A AB AB A A A AB A
-10 + A A A AA
|
|
|
-20 +
|
-+-------------+-------------+-------------+-------------+-------------+
140 150 160 170 180 190
身長
Plot of resid4*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc.
|
20 +
| A
| A A
|A A A A
R 10 + A A A
e | A D B BABE AAA
s | A C A A ACA BA C A AA A A
i | A AA D BA AAA BA BBA DB A A
d 0 +---------------------AA-----E--AA-CEA-AA-BGA-----DA--B--C--------------
u | A A G EB CJD BDAAI CA B A AA
a | AA A AB BE AB AG B A
l | AA A A BA BB AA A A
-10 + A A A AA
|
|
|
-20 +
|
-+-------------+-------------+-------------+-------------+-------------+
60 70 80 90 100 110
胸囲
Plot of resid4*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc.
|
20 +
| A
| A A
| A A A A
R 10 + A A A
e | AAAA D AABAC B AA
s | A AA AA A AA CABA C AA A A
i | A CB AA A B ABB A BD B AA AA
d 0 +----------------AA--A-C-A--B--B-A--EABDA-CB-B-CCA-A--------------------
u | AAA ACA DDAABB ECBEADCCCA B AAAA A
a | A AABBDA AAAA F A B AA
l | A B AAB A AA AA B A
-10 + A B A A
|
|
|
-20 +
|
---+----------+----------+----------+----------+----------+----------+--
30 40 50 60 70 80 90
体重
The UNIVARIATE Procedure
Variable: resid4 (Residual)
| Moments | |||
|---|---|---|---|
| N | 227 | Sum Weights | 227 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 5.12309946 | Variance | 26.2461481 |
| Skewness | 0.60355029 | Kurtosis | 0.26175134 |
| Uncorrected SS | 5931.62948 | Corrected SS | 5931.62948 |
| Coeff Variation | . | Std Error Mean | 0.34003205 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 5.12310 |
| Median | -1.00650 | Variance | 26.24615 |
| Mode | -7.53495 | Range | 28.56650 |
| Interquartile Range | 6.77231 | ||
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 | -15.5 | Pr >= |M| | 0.0462 |
| Signed Rank | S | -819 | Pr >= |S| | 0.4095 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.974426 | Pr < W | 0.0004 |
| Kolmogorov-Smirnov | D | 0.083384 | Pr > D | <0.0100 |
| Cramer-von Mises | W-Sq | 0.340859 | Pr > W-Sq | <0.0050 |
| Anderson-Darling | A-Sq | 1.815785 | Pr > A-Sq | <0.0050 |
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 17.57832 |
| 99% | 13.82464 |
| 95% | 8.54090 |
| 90% | 7.31452 |
| 75% Q3 | 3.31436 |
| 50% Median | -1.00650 |
| 25% Q1 | -3.45795 |
| 10% | -5.80650 |
| 5% | -7.53495 |
| 1% | -9.09054 |
| 0% Min | -10.98818 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -10.98818 | 225 | 12.2907 | 152 |
| -10.11230 | 218 | 12.4613 | 155 |
| -9.09054 | 40 | 13.8246 | 169 |
| -8.93243 | 223 | 15.3733 | 127 |
| -8.83571 | 108 | 17.5783 | 54 |
