| Obs | sex | shintyou | taijyuu | kyoui | jitaku | kodukai | carryer | tsuuwa |
|---|---|---|---|---|---|---|---|---|
| 1 | F | 145.5 | 42.0 | 76 | 自宅生 | 0 | 3700 | |
| 2 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 |
| 3 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 |
| 4 | F | 150.0 | 46.0 | 86 | 40000 | . | ||
| 5 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | |
| 6 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 |
| 7 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | |
| 8 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | |
| 9 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 |
| 10 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | . |
The REG Procedure
Model: MODEL1
Dependent Variable: taijyuu
| Number of Observations Read | 199 |
|---|---|
| Number of Observations Used | 199 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 2 | 12468 | 6234.03633 | 130.20 | <.0001 |
| Error | 196 | 9384.22383 | 47.87869 | ||
| Corrected Total | 198 | 21852 | |||
| Root MSE | 6.91944 | R-Square | 0.5706 |
|---|---|---|---|
| Dependent Mean | 60.44774 | Adj R-Sq | 0.5662 |
| Coeff Var | 11.44698 |
| Parameter Estimates | |||||
|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | 1 | -104.42632 | 10.63578 | -9.82 | <.0001 |
| shintyou | 1 | 0.77095 | 0.06495 | 11.87 | <.0001 |
| kyoui | 1 | 0.40189 | 0.05792 | 6.94 | <.0001 |
The REG Procedure
Model: MODEL1
Dependent Variable: taijyuu
| Obs | sex | shintyou | taijyuu | kyoui | jitaku | kodukai | carryer | tsuuwa | pred2 | resid2 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | F | 145.5 | 42.0 | 76 | 自宅生 | 0 | 3700 | 38.2899 | 3.7101 | |
| 2 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 | 42.8321 | -1.8321 |
| 3 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 | 41.8248 | 1.1752 |
| 4 | F | 150.0 | 46.0 | 86 | 40000 | . | 45.7781 | 0.2219 | ||
| 5 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | 44.6773 | -3.1773 | |
| 6 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 | 43.7030 | -8.7030 |
| 7 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | 48.4928 | -1.9928 | |
| 8 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | 44.8758 | 10.1242 | |
| 9 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 | 44.7494 | -0.7494 |
| 10 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | . | 48.4271 | -0.4271 | |
| 11 | F | 156.0 | 42.0 | 85 | 自宅生 | 0 | DoCoMo | 15000 | 50.0019 | -8.0019 |
| 12 | F | 156.0 | 46.0 | 82 | 自宅生 | 10000 | Vodafone | 7000 | 48.7962 | -2.7962 |
| 13 | F | 156.0 | 48.0 | 70 | 自宅生 | 30000 | . | 43.9735 | 4.0265 | |
| 14 | F | 156.0 | 49.0 | 85 | 自宅生 | 25000 | . | 50.0019 | -1.0019 | |
| 15 | F | 156.0 | 50.0 | 82 | 自宅生 | 40000 | Vodafone | 10000 | 48.7962 | 1.2038 |
Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
100 + A
|
|
| A A
| A
| A A A
| AA
80 + A
| A AA A
| A A AA
taijyuu | B CC BAA A B A
| A AA AA AAA A A A
| AA BB DA AA ABAA AA
| A A A CEC B AA B B A
60 + A A A AAC ACB AAA B A ABA A
| A A A B CABBA BAA
| A A AA A CACC BBA A A
| A B D AAB B AA A A
| AB B CA B
| A A B A A BA A
| A 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
| AB
| A A
80 + A
| B A A
| A A A A
taijyuu | AABE AC AA A
| A A FC
| AAAC DBBBAB A
| C B CCGB B A
60 + A BC DAGBD A
| A A AFCBAC
| A A A ACB HAA BA
| A A B ACCCB A
| A A ABBC A
| A DAAAAA
| C 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.
|
P |
r 80 +
e | A A
d | A A A
i | A A A
c | AABB
t 70 + C BAA AB A B
e | A B A A AB B A A A A A
d | A B BB CA A B B A
| A AAABAAADA B BAA A
V | AA A DA BBBAABA A
a 60 + AAA AAC AABA D
l | A AD F A C BA A
u | B BA A BAA A A A
e | BB ACA A A A
| A CB B AA
o 50 + A AABAA AA
f | AAAA AA A A
| A
t | A A A A A
a | A A
i 40 +
j | A A
y |
u |
u |
30 +
|
-+---------+---------+---------+---------+---------+---------+---------+-
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 A
R 20 +
e | A
s | A A
i | A A A
d 10 + A A A A
u | B A AAA BB A A
a | A C AA B AE A A B A
l | A AA A A B ABA C BB A A
0 +-----------A--A-----AAB-----AA-A--ABA-BA-BEB---A--A-BAAA-A-------------
| A A A AA D CC AB AA BDAACD B BBA B A A
| AA BC BB AAA AA AC ABB A
| A A AA AC AAAA A AA ABA A
-10 + AA 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 A
R 20 +
e | A
s | A A
i | A A A
d 10 + A B A
u | A A DC B A
a | B D AEAAC A A
l | A A BAABBABA C AB
0 +------------------------------A----A---B--CBABEBBGA--A--A-----AA-------
| A GBBAOACGBABA A
| A ACABBCBFC B
| BA BCA F ABAA
-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 A
R 20 +
e | A
s | A A
i | A A A
d 10 + A A A A
u | A A A AAAC AB
a | A A A A AAA E AB B AA
l | A AA BABBABA CAB
0 +-------------AA-A-AAB--B-ABBA-DAAC-AAAB--B--A---A----------------------
| AA ABBBCCAA ADAAC DBDB C AAB
| ABB DACA CAC C AA
| A A ABB A BA AAB B 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 | 199 | Sum Weights | 199 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 6.88440773 | Variance | 47.3950699 |
| Skewness | 1.63776627 | Kurtosis | 5.13893615 |
| Uncorrected SS | 9384.22383 | Corrected SS | 9384.22383 |
| Coeff Variation | . | Std Error Mean | 0.48802273 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 6.88441 |
| Median | -1.37455 | Variance | 47.39507 |
| Mode | -8.50564 | Range | 49.25016 |
| Interquartile Range | 7.63095 | ||
Note: The mode displayed is the smallest of 7 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| | 0.0332 |
| Signed Rank | S | -1314 | Pr >= |S| | 0.1064 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.89578 | Pr < W | <0.0001 |
| Kolmogorov-Smirnov | D | 0.113045 | Pr > D | <0.0100 |
| Cramer-von Mises | W-Sq | 0.618546 | Pr > W-Sq | <0.0050 |
| Anderson-Darling | A-Sq | 3.823304 | Pr > A-Sq | <0.0050 |
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 36.56581 |
| 99% | 24.88261 |
| 95% | 12.10221 |
| 90% | 7.77296 |
| 75% Q3 | 3.63018 |
| 50% Median | -1.37455 |
| 25% Q1 | -4.00077 |
| 10% | -7.38903 |
| 5% | -8.60833 |
| 1% | -12.11659 |
| 0% Min | -12.68435 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -12.68435 | 190 | 21.8789 | 91 |
| -12.11659 | 177 | 22.1863 | 175 |
| -12.03251 | 196 | 24.6275 | 96 |
| -10.85022 | 193 | 24.8826 | 141 |
| -9.71022 | 182 | 36.5658 | 140 |
