| 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 | NA | 40000 | NA | . |
| 4 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | NA | . |
| 5 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 |
| 6 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | NA | . |
| 7 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | NA | . |
| 8 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 |
| 9 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | NA | . |
| 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 | 157 |
|---|---|
| Number of Observations Used | 157 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 2 | 9372.44244 | 4686.22122 | 89.82 | <.0001 |
| Error | 154 | 8034.65655 | 52.17309 | ||
| Corrected Total | 156 | 17407 | |||
| Root MSE | 7.22309 | R-Square | 0.5384 |
|---|---|---|---|
| Dependent Mean | 60.29745 | Adj R-Sq | 0.5324 |
| Coeff Var | 11.97910 |
| Parameter Estimates | |||||
|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | 1 | -98.84919 | 12.07580 | -8.19 | <.0001 |
| shintyou | 1 | 0.77130 | 0.07213 | 10.69 | <.0001 |
| kyoui | 1 | 0.33565 | 0.06579 | 5.10 | <.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 | 42.8307 | -1.83069 |
| 2 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 | 42.1551 | 0.84485 |
| 3 | F | 150.0 | 46.0 | 86 | NA | 40000 | NA | . | 45.7116 | 0.28837 |
| 4 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | NA | . | 45.0090 | -3.50896 |
| 5 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 | 44.2334 | -9.23341 |
| 6 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | NA | . | 48.3612 | -1.86118 |
| 7 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | NA | . | 45.3404 | 9.65964 |
| 8 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 | 45.4132 | -1.41324 |
| 9 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | NA | . | 48.5612 | -0.56120 |
| 10 | F | 156.0 | 42.0 | 85 | 自宅生 | 0 | DoCoMo | 15000 | 50.0038 | -8.00379 |
| 11 | F | 156.0 | 46.0 | 82 | 自宅生 | 10000 | Vodafone | 7000 | 48.9969 | -2.99685 |
| 12 | F | 156.0 | 48.0 | 70 | 自宅生 | 30000 | NA | . | 44.9691 | 3.03092 |
| 13 | F | 156.0 | 49.0 | 85 | 自宅生 | 25000 | NA | . | 50.0038 | -1.00379 |
| 14 | F | 156.0 | 50.0 | 82 | 自宅生 | 40000 | Vodafone | 10000 | 48.9969 | 1.00315 |
| 15 | M | 156.0 | 61.0 | 90 | 自宅生 | 0 | NA | . | 51.6820 | 9.31797 |
Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
100 + A
|
|
| A A
| A
| A
| A
80 + A
| AA A
| A A
taijyuu | A CC BAA A B A
| A AA AA A A A A
| A BB B A ABAA AA
| A A BDB B AA B B A
60 + A A A AAA AC AAA A A ABA A
| A A B ABA BAA
| A A AA A BACB B A A
| A A C AAB A A A
| AB A CA B
| A A B A A BA A
| A A A A
40 + A
|
| A
|
|
|
|
20 +
--+------------+------------+------------+------------+------------+--
140 150 160 170 180 190
shintyou
Plot of taijyuu*kyoui. Legend: A = 1 obs, B = 2 obs, etc.
100 + A
|
|
| A A
| A
| A
| A
80 + A
| B A
| A A
taijyuu | AABE AC AA
| A A EB
| AAAB BBAB B A
| B B BBFB B A
60 + A BC C F D A
| A A AEABA
| A A A ABA G BA
| A B BBCA A
| A A BBC A
| A DAAAAA
| A B A
40 + A
|
| A
|
|
|
|
20 +
--+------------+------------+------------+------------+------------+--
20 40 60 80 100 120
kyoui
Plot of pred2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
80 +
P |
r |
e | A A A A
d |
i | A A
c | A A BA
t 70 + B BAA B A
e | A AA BA A A
d | B A AA A A
| A A BA B A A
V | A ABAAABA B A C A
a | AA B ACAA B AA A A
l | A B A AB A
u 60 + A A A A A
e | B B B A B
| B ACA A AA A
o | B A A
f | BB AAA A
| BB B A A
t | A BB A
a 50 + A A AA AA A
i | AAAA A
j |
y | A A A A
u | A A
u | A A
| A
40 +
-+---------+---------+---------+---------+---------+---------+---------+-
30 40 50 60 70 80 90 100
taijyuu
Plot of resid2*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
|
|
40 +
|
| A
|
30 +
|
| A A A
|
R 20 +
e | A
s | A
i | A A A A
d 10 + A A A
u | B A A BB A
a | B A AC AC A A A A
l | A A A A A AA C BB AA A
0 +-----------A--A------AB-----AA-----A---A-AEA--------B-A----------------
| A A A A AA B BC AB BA BD CA C BBA AA A A
| A BA B B A A AA AAB C
| A AA C AA A BA A A A A
-10 + A A B A
| A A A
|
|
-20 +
|
-+-------------+-------------+-------------+-------------+-------------+
140 150 160 170 180 190
shintyou
Plot of resid2*kyoui. Legend: A = 1 obs, B = 2 obs, etc.
|
|
40 +
|
| A
|
30 +
|
| A A A
|
R 20 +
e | A
s | A
i | B A A
d 10 + A A A
u | A DC A
a | A D AD ACA
l | A AAAACA A C AB A
0 +-----------------------------------A---A--CAABCA-D---A-----A-----------
| A B DCBALABGB BB
| AB BACAEC A
| C CBA D A AA
-10 + A ABA
| A A A
|
|
-20 +
|
-+-------------+-------------+-------------+-------------+-------------+
20 40 60 80 100 120
kyoui
Plot of resid2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
|
|
40 +
|
| A
|
30 +
|
| AA A
|
R 20 +
e | A
s | A
i | A A A A
d 10 + A A A
u | A A AAAC A
a | A A A AAA D B B A
l | A A A A BA BA CAB A
0 +-------------A--A-AAA--B-AA-A-B--C-AA-A--A-----------------------------
| AA AAAAACDAA AEA B CADB B AA B
| AA AAB B BAB B BAA
| A ABB A BABA B A
-10 + A A C
| A A A
|
|
-20 +
|
-+---------+---------+---------+---------+---------+---------+---------+
30 40 50 60 70 80 90 100
taijyuu
The UNIVARIATE Procedure
Variable: resid2 (Residual)
| Moments | |||
|---|---|---|---|
| N | 157 | Sum Weights | 157 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 7.17664327 | Variance | 51.5042086 |
| Skewness | 1.57976591 | Kurtosis | 4.4230546 |
| Uncorrected SS | 8034.65655 | Corrected SS | 8034.65655 |
| Coeff Variation | . | Std Error Mean | 0.57275849 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 7.17664 |
| Median | -1.50893 | Variance | 51.50421 |
| Mode | -8.70986 | Range | 46.86806 |
| Interquartile Range | 6.71754 | ||
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 | -13.5 | Pr >= |M| | 0.0376 |
| Signed Rank | S | -838.5 | Pr >= |S| | 0.1422 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.89525 | Pr < W | <0.0001 |
| Kolmogorov-Smirnov | D | 0.105524 | Pr > D | <0.0100 |
| Cramer-von Mises | W-Sq | 0.539533 | Pr > W-Sq | <0.0050 |
| Anderson-Darling | A-Sq | 3.306683 | Pr > A-Sq | <0.0050 |
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 33.97434 |
| 99% | 25.21708 |
| 95% | 12.75632 |
| 90% | 8.31280 |
| 75% Q3 | 2.84938 |
| 50% Median | -1.50893 |
| 25% Q1 | -3.86816 |
| 10% | -7.72466 |
| 5% | -9.13160 |
| 1% | -12.72289 |
| 0% Min | -12.89372 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -12.89372 | 149 | 18.2621 | 69 |
| -12.72289 | 138 | 23.9651 | 136 |
| -11.51410 | 155 | 25.2059 | 107 |
| -10.72891 | 152 | 25.2171 | 73 |
| -9.52196 | 142 | 33.9743 | 106 |
