結果: les1503.sas

The Print Procedure

Data Set WORK.GAKUSEI

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

The MEANS Procedure

The Means Procedure

Summary statistics

Variable N Mean Std Dev Minimum Maximum
shintyou
taijyuu
kyoui
kodukai
tsuuwa
149
149
149
138
74
168.6973154
59.1489933
86.2590604
47083.33
6511.46
8.3515005
8.9139400
6.4126671
54619.87
4026.49
146.7000000
35.0000000
63.0000000
0
350.0000000
185.0000000
80.0000000
110.0000000
300000.00
25000.00

The FASTCLUS Procedure

Replace=FULL Radius=0 Maxclusters=2 Maxiter=1

The Fastclus Procedure

Initial Seeds

Initial Seeds
Cluster shintyou taijyuu kyoui
1 178.0000000 78.0000000 110.0000000
2 152.0000000 35.0000000 77.0000000

Criterion

Criterion Based on Final Seeds = 5.4963

Cluster Summary

Cluster Summary
Cluster Frequency RMS Std Deviation Maximum Distance
from Seed
to Observation
Radius
Exceeded
Nearest Cluster Distance Between
Cluster Centroids
1 84 5.2983 23.4776   2 20.1845
2 65 5.7051 20.9336   1 20.1845

Statistics for Variables

Statistics for Variables
Variable Total STD Within STD R-Square RSQ/(1-RSQ)
shintyou 8.35150 5.60318 0.552909 1.236682
taijyuu 8.91394 5.50325 0.621423 1.641470
kyoui 6.41267 5.32740 0.314498 0.458785
OVER-ALL 7.96509 5.47913 0.530001 1.127665

Pseudo F Statistic

Pseudo F Statistic = 165.77

Approximate Expected Over-All R-Squared

Approximate Expected Over-All R-Squared = 0.32147

Cubic Clustering Criterion

Cubic Clustering Criterion = 12.325

WARNING: The two values above are invalid for correlated variables.

Cluster Means

Cluster Means
Cluster shintyou taijyuu kyoui
1 174.1416667 65.3095238 89.4119048
2 161.6615385 51.1876923 82.1846154

Cluster Standard Deviations

Cluster Standard Deviations
Cluster shintyou taijyuu kyoui
1 4.896426244 5.472661938 5.503830096
2 6.404629485 5.542661468 5.089487657

The Plot Procedure

Plot of shintyou*taijyuu

            Plot of shintyou*taijyuu.  Symbol is value of CLUSTER.            
                                                                              
     200 +                                                                    
         |                                                                    
         |                                                                    
         |                                                                    
         |                                                  1                 
         |                                        1  1      1  1              
     180 +                              2   1     1    1 1 1   1 11 1         
         |                                  2 11 11  1   1111  1  1     11    
         |                             2          11 11    11 111 1         1 
shintyou |                                  22 2  2  111 1  1 11    1         
         |                       22  2   22 22 2  22 2   1                    
         |                     222    2 2   2     2  1   1  1                 
     160 +                       22 22   2    2  2                            
         |                 2   22 2 22   2         2                          
         |        2       2  2  2           2                                 
         |                      2                                             
         |               2  2                                                 
         |                                                                    
     140 +                                                                    
         --+------------+------------+------------+------------+------------+-
          30           40           50           60           70           80 
                                                                              
                                        taijyuu                               
                                                                              
NOTE: 51 obs hidden.                                                          

Plot of taijyuu*kyoui

             Plot of taijyuu*kyoui.  Symbol is value of CLUSTER.              
                                                                              
     80 +                                               1                     
        |                                               11                 1  
        |                                  1    11         1                  
        |                                   1 1 11    1 1     1               
        |                           1  11  1 11111  11  11         1          
        |                           2    1 1  1 11  11  11    1               
     60 +                        2  2    2 1 12  2    1                       
        |              2      22 2  2  11  22 2 12  1                         
        |                      2    2    2 22                                 
taijyuu |     2                2       22  2  2 2                             
        |              2      22    2  22  222                                
        |                     2     2      2                                  
     40 +                           2      2                                  
        |                       2                                             
        |                                                                     
        |                                                                     
        |                                                                     
        |                                                                     
     20 +                                                                     
        --+------------+------------+------------+------------+------------+--
         60           70           80           90           100          110 
                                                                              
                                         kyoui                                
                                                                              
NOTE: 61 obs hidden.                                                          

Plot of kyoui*shintyou

             Plot of kyoui*shintyou.  Symbol is value of CLUSTER.             
                                                                              
  120 +                                                                       
      |                                                                       
      |                                                                       
      |                                                     1                 
      |                                                                       
      |                                       1                               
  100 +                               1              1                        
      |                                      1   1  1  1111 11                
      |                                      1   1   1 1 1     1   1  1       
kyoui |                      2     2  12  2     111 11111  1   1  1           
      |         2    2   2   2  2 22  2  222 22 12  11 11111  11  1  1        
      |                     22 2  22  22 222     1      11 1    1             
   80 +           2    2      2 2 2 2  2      2 12      1  1    1             
      |                 22 2       2   2   2    2    2  2   1 2               
      |                                                                       
      |                      2                   2                            
      |                                                                       
      |                                       2                               
   60 +                                                                       
      -+-------------+-------------+-------------+-------------+-------------+
      140           150           160           170           180          190
                                                                              
                                      shintyou                                
                                                                              
NOTE: 44 obs hidden.                                                          

The Print Procedure

Data Set WORK.OUTCLUST

Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa CLUSTER DISTANCE
1 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 2 19.9233
2 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 2 17.6836
3 F 150.0 46.0 86   40000   . 2 14.8815
4 F 151.7 41.5 80 自宅生 35000   . 2 15.6260
5 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 2 20.9336
6 F 153.0 46.5 87 下宿生 10000   . 2 12.4492
7 F 153.0 55.0 78 自宅生 30000   . 2 11.2980
8 F 154.4 44.0 75 自宅生 9000 au 2000 2 13.8010
9 F 155.0 48.0 83 下宿生 180000   . 2 9.0430
10 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 2 12.5706
11 F 156.0 46.0 82 自宅生 10000 Vodafone 7000 2 9.2728
12 F 156.0 48.0 70 自宅生 30000   . 2 14.6260
13 F 156.0 49.0 85 自宅生 25000   . 2 8.1843
14 F 156.0 50.0 82 自宅生 40000 Vodafone 10000 2 7.3459
15 M 156.0 61.0 90 自宅生 0   . 2 13.8662
16 F 156.5 45.0 80 下宿生 60000 au 10000 2 9.8403
17 F 157.0 53.0 84 自宅生 30000   . 2 6.4154
18 F 158.0 46.0 80   27500 Willcom 3000 2 8.1473
19 F 158.0 49.0 85 自宅生 0   . 2 6.5360
20 F 158.0 50.0 85 自宅生 30000 DoCoMo 10000 2 6.1411