| 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 | 190 |
|---|---|
| Number of Observations Used | 190 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 2 | 10875 | 5437.31452 | 217.73 | <.0001 |
| Error | 187 | 4669.99539 | 24.97324 | ||
| Corrected Total | 189 | 15545 | |||
| Root MSE | 4.99732 | R-Square | 0.6996 |
|---|---|---|---|
| Dependent Mean | 59.41368 | Adj R-Sq | 0.6964 |
| Coeff Var | 8.41106 |
| Parameter Estimates | |||||
|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | 1 | -100.47535 | 8.03701 | -12.50 | <.0001 |
| shintyou | 1 | 0.61679 | 0.04899 | 12.59 | <.0001 |
| kyoui | 1 | 0.64585 | 0.05742 | 11.25 | <.0001 |
The REG Procedure
Model: MODEL1
Dependent Variable: taijyuu
| Obs | sex | shintyou | taijyuu | kyoui | jitaku | kodukai | carryer | tsuuwa | pred3 | resid3 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | F | 145.5 | 42.0 | 76 | 自宅生 | 0 | 3700 | 38.3515 | 3.6485 | |
| 2 | F | 146.7 | 41.0 | 85 | 自宅生 | 10000 | Vodafone | 6000 | 44.9043 | -3.9043 |
| 3 | F | 148.0 | 43.0 | 80 | 自宅生 | 50000 | DoCoMo | 4000 | 42.4768 | 0.5232 |
| 4 | F | 150.0 | 46.0 | 86 | 40000 | . | 47.5855 | -1.5855 | ||
| 5 | F | 151.7 | 41.5 | 80 | 自宅生 | 35000 | . | 44.7589 | -3.2589 | |
| 6 | F | 152.0 | 35.0 | 77 | 自宅生 | 60000 | DoCoMo | 2000 | 43.0064 | -8.0064 |
| 7 | F | 153.0 | 46.5 | 87 | 下宿生 | 10000 | . | 50.0817 | -3.5817 | |
| 8 | F | 153.0 | 55.0 | 78 | 自宅生 | 30000 | . | 44.2691 | 10.7309 | |
| 9 | F | 154.4 | 44.0 | 75 | 自宅生 | 9000 | au | 2000 | 43.1950 | 0.8050 |
| 10 | F | 155.0 | 48.0 | 83 | 下宿生 | 180000 | . | 48.7319 | -0.7319 | |
| 11 | F | 156.0 | 42.0 | 85 | 自宅生 | 0 | DoCoMo | 15000 | 50.6404 | -8.6404 |
| 12 | F | 156.0 | 46.0 | 82 | 自宅生 | 10000 | Vodafone | 7000 | 48.7028 | -2.7028 |
| 13 | F | 156.0 | 48.0 | 70 | 自宅生 | 30000 | . | 40.9526 | 7.0474 | |
| 14 | F | 156.0 | 49.0 | 85 | 自宅生 | 25000 | . | 50.6404 | -1.6404 | |
| 15 | F | 156.0 | 50.0 | 82 | 自宅生 | 40000 | Vodafone | 10000 | 48.7028 | 1.2972 |
Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
100 +
|
|
|
|
| A
| A
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 CB AAA B A ABA A
| A A A B CABBA BAA
| A A AA A CACB 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
80 + A
| AA A A
| A A A A
taijyuu | A A BE A C A A A
| A A F C
| A AA C CAAAAA B A AA A
| C A A AB CFA AA AA A
60 + B C B BABE BD A
| A A A GB B AC
| A A A C B D DAA B A
| A A B A CC CB A
| A A A BB C A
| A D AA AAA
| BA B A
40 + A
|
| A
|
|
|
|
20 +
--+------------+------------+------------+------------+------------+--
60 70 80 90 100 110
kyoui
Plot of pred3*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
|
P |
r 80 + A
e |
d | A
i | A A A
c | A AAA
t 70 + AA AAA A A A
e | B B B A B A A A A
d | A AC B C A
| B DACA AAB C C
V | BBB CABCA BAAAAAA A
a 60 + AA A DABAAAA B AA
l | D BCA C B A
u | BAB B C AAAAAAA A
e | A ABAABA A A AA
| A CC A A
o 50 + A AB A AB A A
f | A AC C A
|
t | A AA A AA A
a | A
i 40 + A
j | A
y |
u |
u |
30 +
|
---+----------+----------+----------+----------+----------+----------+--
30 40 50 60 70 80 90
taijyuu
Plot of resid3*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
|
|
15 + A
| A
|
| A
| A A
10 + AA
| A B A A
| A A A B A A
R | B B B
e | A D A A
s 5 + A BA A A
i | A B A AB A
d | A A A A A AA
u | AA A A AA A A
a | A A A B AA A A CA B
l 0 +--------------------------------------AA--BB--AAA-----A----A--A--------
| A A AAC A A AA AA
| A A A AA BA AAA AAAA A AA AA B
| A AA B BA AA AAA AA CA A AA A A
| A A B BA A A
-5 + A A BA A A AA A AB
| A AB A A A A
| AB AB
| A A
| A A A A
-10 + A
|
-+-------------+-------------+-------------+-------------+-------------+
140 150 160 170 180 190
shintyou
Plot of resid3*kyoui. Legend: A = 1 obs, B = 2 obs, etc.
|
|
15 + A
| A
|
| A
| A A
10 + A A
| B A A A
| A AAB AA
R | A B A B
e | A A BA A A
s 5 + A A A A B
i | AA A A A A A A
d | A A A AAA A
u | A AAA A AA A
a | AA B A BA AA AA B A
l 0 +----------------------------A------C------DA-----AA-----A--------------
| A A A AAA ABB A A
| A A BB ADB AB B AA A A
| A G AB CB B C A A A
| A AC BA A
-5 + A C A D B A A
| A A A AA B A
| A B A AA
| A A
| A B A
-10 + A
|
-+-------------+-------------+-------------+-------------+-------------+
60 70 80 90 100 110
kyoui
Plot of resid3*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
|
|
15 + A
| A
|
| A
| A A
10 + A A
| A A AA A
| A A A B AA
R | A AAA A A
e | A A B A B
s 5 + A A AAA A
i | A AA AA A A A
d | A AA A B A
u | AA A A A A B
a | AA A A A A CA A A B A
l 0 +------------------------------A----A--D--B--A-AB-----------------------
| B BA AD A A A
| A BBA A DBAB A A B A A
| A ABB BBAA A AA B CA C
| A A AD A A
-5 + A AA AA B A B AA A
| A AA A A AA A
| B A A B
| A A
| A A B
-10 + A
|
---+----------+----------+----------+----------+----------+----------+--
30 40 50 60 70 80 90
taijyuu
The UNIVARIATE Procedure
Variable: resid3 (Residual)
| Moments | |||
|---|---|---|---|
| N | 190 | Sum Weights | 190 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 4.97081184 | Variance | 24.7089703 |
| Skewness | 0.53674939 | Kurtosis | -0.1695554 |
| Uncorrected SS | 4669.99539 | Corrected SS | 4669.99539 |
| Coeff Variation | . | Std Error Mean | 0.36062059 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 4.97081 |
| Median | -1.00562 | Variance | 24.70897 |
| Mode | -6.87066 | Range | 25.16637 |
| Interquartile Range | 6.55433 | ||
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 | -9 | Pr >= |M| | 0.2174 |
| Signed Rank | S | -554.5 | Pr >= |S| | 0.4665 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.971715 | Pr < W | 0.0007 |
| Kolmogorov-Smirnov | D | 0.090494 | Pr > D | <0.0100 |
| Cramer-von Mises | W-Sq | 0.349275 | Pr > W-Sq | <0.0050 |
| Anderson-Darling | A-Sq | 1.916759 | Pr > A-Sq | <0.0050 |
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 14.70601 |
| 99% | 13.79901 |
| 95% | 8.86997 |
| 90% | 7.45505 |
| 75% Q3 | 3.29089 |
| 50% Median | -1.00562 |
| 25% Q1 | -3.26344 |
| 10% | -5.71127 |
| 5% | -6.99325 |
| 1% | -8.84107 |
| 0% Min | -10.46036 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -10.46036 | 188 | 10.7309 | 8 |
| -8.84107 | 37 | 11.4954 | 111 |
| -8.81405 | 183 | 11.7990 | 141 |
| -8.79630 | 95 | 13.7990 | 142 |
| -8.64036 | 11 | 14.7060 | 113 |
