Sunday, October 24, 2021 09:52:33 PM 61
Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa
1 F 145.0 38 . 自宅生 10000 .
2 F 145.5 42 76 自宅生 0 3700
3 F 146.7 41 85 自宅生 10000 Vodafone 6000
4 F 148.0 42 . 自宅生 50000 .
5 F 148.0 43 80 自宅生 50000 DoCoMo 4000
6 F 149.0 45 . 下宿生 60000 .
7 F 150.0 46 86 40000 .
8 F 150.0 47 . 自宅生 . .
9 F 151.0 45 . 自宅生 20000 docomo 5000
10 151.0 46 . 自宅生 0 6500
Sunday, October 24, 2021 09:52:33 PM 62
The REG Procedure
Model: MODEL1
Dependent Variable: taijyuu
Number of Observations Read 530
Number of Observations Used 530
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Pr > F
Model 1 20474 20474 415.07 <.0001
Error 528 26045 49.32673
Corrected Total 529 46519
Root MSE 7.02330 R-Square 0.4401
Dependent Mean 59.76679 Adj R-Sq 0.4391
Coeff Var 11.75117
Parameter Estimates
Parameter Standard
Variable DF Estimate Error t Value Pr > |t|
Intercept 1 -79.19636 6.82764 -11.60 <.0001
shintyou 1 0.82035 0.04027 20.37 <.0001
Sunday, October 24, 2021 09:52:34 PM 63
s
h t k c
i a j o a t r
n i k i d r s p e
t j y t u r u r s
O s y y o a k y u e i
b e o u u k a e w d d
s x u u i u i r a 1 1
1 F 145.0 38.0 . 自宅生 10000 . 39.7550 -1.7550
2 F 145.5 42.0 76 自宅生 0 3700 40.1651 1.8349
3 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 41.1496 -0.1496
4 F 148.0 42.0 . 自宅生 50000 . 42.2160 -0.2160
5 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.2160 0.7840
6 F 149.0 45.0 . 下宿生 60000 . 43.0364 1.9636
7 F 150.0 46.0 86 40000 . 43.8567 2.1433
8 F 150.0 47.0 . 自宅生 . . 43.8567 3.1433
9 F 151.0 45.0 . 自宅生 20000 docomo 5000 44.6771 0.3229
10 151.0 46.0 . 自宅生 0 6500 44.6771 1.3229
11 F 151.0 50.0 . 下宿生 60000 J-PHONE . 44.6771 5.3229
12 F 151.7 41.5 80 自宅生 35000 . 45.2513 -3.7513
13 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 45.4974 -10.4974
14 F 152.0 43.0 . 自宅生 20000 au 3500 45.4974 -2.4974
15 F 152.0 44.0 . 45000 DoCoMo 4000 45.4974 -1.4974
Sunday, October 24, 2021 09:52:34 PM 64
Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
100 + A
| A
| A
| A A
| A
| A A A A
| AA A
80 + A A A A
| A B AA AAAA
| B A BA BA A AA
taijyuu | A AC EC CBCCA I AA A
| A ABA BCB CABB A A A
| A AAA C BC AFD BBB GCDB CBA AAA
| BAB B D EJE FCBABBC ACA AA
60 + A AA AA ABFAABFFACID EBDD AEA AA
| A A AAB ECDFBBGDADBAAECAC
| A B EC DDA GCII EFD CCB F AA
| A A ABAB AD DFC DDCCBAAA BA A A
| BBAC CB CCBA
| ABB AB B B AC ABAA A
| A B ABA A BA A
40 + A A A
| A
| A
|
|
|
|
20 +
--+------------+------------+------------+------------+------------+--
140 150 160 170 180 190
shintyou
Sunday, October 24, 2021 09:52:34 PM 65
Plot of pred1*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
80 +
P |
r |
e |
d | A A
i | A A A
c | AA A AA A
t 70 + B AAA A AA A A A
e | B CB ABB AH A A
d | A A BAD A BBAB ABA B A A A A A
| AAB EACAABCBC B C A B
V | A BAC BD DAAB DABBAB A AA A A
a | AABBAABAICBCABAACAAAB AA A A A A A
l | BA CBBCBCAEDHAABCAB CCB A
u 60 + AABBFD FAG EEFDABBAA A B A A
e | A B CBAFBEAAA CA B A AA
| AE AAEBDFCBBAEB B A
o | A C EB BAEBCB A BBD A
f | A BA ACFBCBB A B B AB A
| A BA A
t | C ABCCAAB C AA A
a 50 + A B BBAAAA A A
i | AB AA CABA A
j | A B
y | A ABAA A A A
u | ABA A
u | AA A
| A
40 + A A
-+---------+---------+---------+---------+---------+---------+---------+-
30 40 50 60 70 80 90 100
taijyuu
Sunday, October 24, 2021 09:52:34 PM 66
Plot of resid1*shintyou. Legend: A = 1 obs, B = 2 obs, etc.
|
|
40 +
|
| A
| A
30 + A
| A A
| A
| A A
R 20 + A A
e | A B A B A
s | A A A A A
i | A A A A AA A AA
d 10 + A AA AC AAC CB B A A A
u | A A A BA BB BC AD BB AB B A
a | A A A A A A BDD CCAAC CBA A A
l | A ABA A A BA CA BA ABB FD CJB BBAAEB BA I
0 +---------A-B---A--AAABD--A-ACB-CD-BGC-BAABFJ-EC-ADC-DD--A-AA---A-AA----
| A B A A AC CC DE CC FKBBE ABI FCAA CBA A
| A B A B AB A CDBAHCACFEADBAADBAE AC BA A
| AB A C ABA CA CBBCC AB EB AD AEA A
-10 + A A D BA A CB BD A C A AB
| A A B A
| A A A
|
-20 +
|
-+-------------+-------------+-------------+-------------+-------------+
140 150 160 170 180 190
shintyou
Sunday, October 24, 2021 09:52:34 PM 67
Plot of resid1*taijyuu. Legend: A = 1 obs, B = 2 obs, etc.
|
|
40 +
|
| A
| A
30 + A
| A A
| A
| A A
R 20 + A A
e | A BAA A A
s | A A A A A
i | A A A A ABB
d 10 + A AE ABCD AB A A
u | A A AA BBBDACBABAC B A
a | A A A AA ABECBEAEBB AA
l | A ABA ABAAADAACAFBHFFCBCE I A
0 +-----------AAA-ABACACAAFCFDDCBJDICAFDBBAAAAA-A-------------------------
| A AB A BECCFBBLEEFBKDCC DAAA
| AB ABAB FCEDEGGCF IABBCA AA
| ABA CBBC CADCCC CEAGB A A
-10 + A A AF AAACCCB B BAA
| A A B A
| A A A
|
-20 +
|
-+---------+---------+---------+---------+---------+---------+---------+
30 40 50 60 70 80 90 100
taijyuu
Sunday, October 24, 2021 09:52:34 PM 68
The UNIVARIATE Procedure
Variable: resid1 (Residual)
Moments
N 530 Sum Weights 530
Mean 0 Sum Observations 0
Std Deviation 7.01665759 Variance 49.2334837
Skewness 1.23637638 Kurtosis 3.0842392
Uncorrected SS 26044.5129 Corrected SS 26044.5129
Coeff Variation . Std Error Mean 0.30478413
Basic Statistical Measures
Location Variability
Mean 0.00000 Std Deviation 7.01666
Median -0.75341 Variance 49.23348
Mode 1.53266 Range 50.10177
Interquartile Range 7.76637
Tests for Location: Mu0=0
Test -Statistic- -----p Value------
Student's t t 0 Pr > |t| 1.0000
Sign M -27 Pr >= |M| 0.0212
Signed Rank S -7355.5 Pr >= |S| 0.0369
Sunday, October 24, 2021 09:52:34 PM 69
The UNIVARIATE Procedure
Variable: resid1 (Residual)
Tests for Normality
Test --Statistic--- -----p Value------
Shapiro-Wilk W 0.93292 Pr < W <0.0001
Kolmogorov-Smirnov D 0.088405 Pr > D <0.0100
Cramer-von Mises W-Sq 1.013696 Pr > W-Sq <0.0050
Anderson-Darling A-Sq 6.390978 Pr > A-Sq <0.0050
Quantiles (Definition 5)
Level Quantile
100% Max 34.454781
99% 23.990091
95% 12.634427
90% 8.721152
75% Q3 3.197259
50% Median -0.753406
25% Q1 -4.569112
10% -7.775750
5% -9.365573
1% -11.904511
0% Min -15.646988
Sunday, October 24, 2021 09:52:34 PM 70
The UNIVARIATE Procedure
Variable: resid1 (Residual)
Extreme Observations
------Lowest----- -----Highest-----
Value Obs Value Obs
-15.6470 477 27.2751 369
-14.3656 389 28.1734 474
-13.8775 508 28.8104 239
-13.4673 488 33.1734 475
-12.2752 93 34.4548 386
