| Obs | sex | shintyou | taijyuu | kyoui | jitaku | kodukai | carryer | tsuuwa |
|---|---|---|---|---|---|---|---|---|
| 1 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 |
| 2 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 |
| 3 | F | 150.0 | 46.0 | 86 | 40000 | . | ||
| 4 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | |
| 5 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 |
| 6 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | |
| 7 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | |
| 8 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 |
| 9 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | . | |
| 10 | F | 156.0 | 42.0 | 85 | 自宅生 | 0 | DoCoMo | 15000 |
The REG Procedure
Model: MODEL1
Dependent Variable: taijyuu
| Number of Observations Read | 149 |
|---|---|
| Number of Observations Used | 149 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 2 | 8081.64748 | 4040.82374 | 160.39 | <.0001 |
| Error | 146 | 3678.18487 | 25.19305 | ||
| Corrected Total | 148 | 11760 | |||
| Root MSE | 5.01927 | R-Square | 0.6872 |
|---|---|---|---|
| Dependent Mean | 59.14899 | Adj R-Sq | 0.6829 |
| Coeff Var | 8.48580 |
| Parameter Estimates | |||||
|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | 1 | -97.81637 | 8.88361 | -11.01 | <.0001 |
| shintyou | 1 | 0.62775 | 0.05213 | 12.04 | <.0001 |
| kyoui | 1 | 0.59200 | 0.06789 | 8.72 | <.0001 |
The REG Procedure
Model: MODEL1
Dependent Variable: taijyuu
| Obs | sex | shintyou | taijyuu | kyoui | jitaku | kodukai | carryer | tsuuwa | pred2 | resid2 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 | 44.5948 | -3.5948 |
| 2 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 | 42.4508 | 0.5492 |
| 3 | F | 150.0 | 46.0 | 86 | 40000 | . | 47.2583 | -1.2583 | ||
| 4 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | 44.7735 | -3.2735 | |
| 5 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 | 43.1859 | -8.1859 |
| 6 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | 49.7336 | -3.2336 | |
| 7 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | 44.4056 | 10.5944 | |
| 8 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 | 43.5085 | 0.4915 |
| 9 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | . | 48.6211 | -0.6211 | |
| 10 | F | 156.0 | 42.0 | 85 | 自宅生 | 0 | DoCoMo | 15000 | 50.4329 | -8.4329 |
| 11 | F | 156.0 | 46.0 | 82 | 自宅生 | 10000 | Vodafone | 7000 | 48.6569 | -2.6569 |
| 12 | F | 156.0 | 48.0 | 70 | 自宅生 | 30000 | . | 41.5529 | 6.4471 | |
| 13 | F | 156.0 | 49.0 | 85 | 自宅生 | 25000 | . | 50.4329 | -1.4329 | |
| 14 | F | 156.0 | 50.0 | 82 | 自宅生 | 40000 | Vodafone | 10000 | 48.6569 | 1.3431 |
| 15 | M | 156.0 | 61.0 | 90 | 自宅生 | 0 | . | 53.3928 | 7.6072 |
Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
taijyuu |
100 +
|
|
|
80 + A A A
| A A A
| A AAA CDA CAB A B A A A
| A BB BFA AA ABAA CA
60 + A A AA BAAB EA CAAAB CA ABA AA
| A A BA A BACB ABA BA A
| AC B CD AAB B A A A
| A A A A B A A BA A
40 + A A A
| A
|
|
20 +
|
--+------------+------------+------------+------------+------------+--
140 150 160 170 180 190
shintyou
Plot of taijyuu*kyoui. Legend: A = 1 obs, B = 2 obs, etc.
taijyuu |
100 +
|
|
|
80 + AA A
| A A A
| A AA A BJ BA C A A
| B AA B ABABF C AB A
60 + B E AC D BG AE AA A A
| A AA A B A C GA AB A
| A A C DD FA A A
| B E AA AAA
40 + A B
| A
|
|
20 +
|
--+------------+------------+------------+------------+------------+--
60 70 80 90 100 110
kyoui
Plot of pred2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
80 + A
|
|
| A
pred2 | A A A AA
| A BA A CA A AA
| B AB B B A
| B BA A BA B AB B A
| A BA D EC AA AA AAA A A
60 + A A D AA A A A
| B DA B B A
| B AAAA AA A AAA AA A
| A A BAB A A A A
| A A A CB B A A
| ABAAA A
| A A
| AA A A A
| A A A
40 +
-+-------------+-------------+-------------+-------------+-------------+
30 40 50 60 70 80
taijyuu
Plot of resid2*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
20 +
|
|
|
|
R | A A A
e 10 + A A
s | A A AA BB B A A
i | A B B A
d | A A A C A A A
u | A A A BA A AA
a | A A AA A B B BA B
l 0 +-----------A--------AA------B----------A--BB----AB----A-A--A--A--------
| A A A AA AA AA AA B BA AA AB A
| A A A AA B BA AA AAA AA B AA AAA A
| AA A BA AA AA AB A
| AA B A A B
| A A A A A A A
-10 + A
-+-------------+-------------+-------------+-------------+-------------+
140 150 160 170 180 190
shintyou
Plot of resid2*kyoui. Legend: A = 1 obs, B = 2 obs, etc.
20 +
|
|
|
|
R | B A
e 10 + B
s | B A AABC AA
i | A B A B
d | A A A AAA A B
u | A A A AA A AA A
a | A A AA AA AA A BA A A
l 0 +---------------------AA-----C---A-AB------F-----AA---------------------
| A A AB BEA AB AB A A A
| A F AB DB AB B A AAA
| A E A AC A A A
| A BA A AA A
| A A A B A A
-10 + A
-+-------------+-------------+-------------+-------------+-------------+
60 70 80 90 100 110
kyoui
Plot of resid2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
20 +
|
|
|
|
R | A A A
e 10 + A A
s | A B A AA C A AA
i | A AA A AA
d | A A A A A AA AA
u | A A A A A A B A
a | A A A B AAA B BA A
l 0 +------------------A-A----B------A--A------A--BC--A---A--B-A------------
| A BBA AC B ABA C B A
| AA ABAB BAA A BA C B AB A
| AAAA B A B A BA A
| A AB A A B
| A A A A B A
-10 + A
-+-------------+-------------+-------------+-------------+-------------+
30 40 50 60 70 80
taijyuu
The UNIVARIATE Procedure
Variable: resid2 (Residual)
| Moments | |||
|---|---|---|---|
| N | 149 | Sum Weights | 149 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 4.98523826 | Variance | 24.8526005 |
| Skewness | 0.43524819 | Kurtosis | -0.4677646 |
| Uncorrected SS | 3678.18487 | Corrected SS | 3678.18487 |
| Coeff Variation | . | Std Error Mean | 0.40840663 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 4.98524 |
| Median | -1.04335 | Variance | 24.85260 |
| Mode | -6.93439 | Range | 22.46578 |
| Interquartile Range | 6.55992 | ||
Note: The mode displayed is the smallest of 6 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 | -8.5 | Pr >= |M| | 0.1898 |
| Signed Rank | S | -343.5 | Pr >= |S| | 0.5169 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.968875 | Pr < W | 0.0018 |
| Kolmogorov-Smirnov | D | 0.094669 | Pr > D | <0.0100 |
| Cramer-von Mises | W-Sq | 0.300618 | Pr > W-Sq | <0.0050 |
| Anderson-Darling | A-Sq | 1.700806 | Pr > A-Sq | <0.0050 |
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 12.34762 |
| 99% | 11.81862 |
| 95% | 8.73859 |
| 90% | 7.93536 |
| 75% Q3 | 3.32633 |
| 50% Median | -1.04335 |
| 25% Q1 | -3.23359 |
| 10% | -5.98791 |
| 5% | -7.54320 |
| 1% | -9.03681 |
| 0% Min | -10.11816 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -10.11816 | 147 | 9.31685 | 41 |
| -9.03681 | 142 | 10.59438 | 7 |
| -8.69937 | 33 | 10.84064 | 37 |
| -8.43286 | 10 | 11.81862 | 85 |
| -8.36538 | 72 | 12.34762 | 106 |
