結果: les1302.sas

The Print Procedure

Data Set WORK.GAKUSEI

Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa
1 F 146.7 41.0 85 J 10000 Vodafone 6000
2 F 148.0 43.0 80 J 50000 DoCoMo 4000
3 F 150.0 46.0 86   40000   .
4 F 151.7 41.5 80 J 35000   .
5 F 152.0 35.0 77 J 60000 DoCoMo 2000

The MEANS Procedure

The Means Procedure

Summary statistics

Variable N Mean Std Dev Minimum Maximum
shintyou
taijyuu
kyoui
kodukai
tsuuwa
122
122
122
118
45
167.7467213
59.0606557
86.0606557
55233.05
7177.56
8.6343843
10.6815478
8.1876298
62255.25
4753.40
146.7000000
35.0000000
46.0000000
0
350.0000000
185.0000000
100.0000000
112.0000000
350000.00
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 100.0000000 112.0000000
2 168.0000000 54.0000000 56.0000000

Criterion

Criterion Based on Final Seeds = 7.3708

Cluster Summary

Cluster Summary
Cluster Frequency RMS Std Deviation Maximum Distance
from Seed
to Observation
Radius
Exceeded
Nearest Cluster Distance Between
Cluster Centroids
1 37 6.5659 31.2304   2 21.7461
2 85 7.4779 47.6495   1 21.7461

Statistics for Variables

Statistics for Variables
Variable Total STD Within STD R-Square RSQ/(1-RSQ)
shintyou 8.63438 7.34011 0.283299 0.395283
taijyuu 10.68155 7.63404 0.493434 0.974076
kyoui 8.18763 6.63872 0.348000 0.533741
OVER-ALL 9.23193 7.21638 0.394032 0.650252

Pseudo F Statistic

Pseudo F Statistic = 78.03

Approximate Expected Over-All R-Squared

Approximate Expected Over-All R-Squared = 0.34407

Cubic Clustering Criterion

Cubic Clustering Criterion = 2.219

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

Cluster Means

Cluster Means
Cluster shintyou taijyuu kyoui
1 174.6837838 70.3864865 93.3513514
2 164.7270588 54.1305882 82.8870588

Cluster Standard Deviations

Cluster Standard Deviations
Cluster shintyou taijyuu kyoui
1 5.201950143 8.030018755 6.147340058
2 8.085177329 7.457898075 6.838507708

The Plot Procedure

Plot of shintyou*taijyuu

            Plot of shintyou*taijyuu.  Symbol is value of CLUSTER.            
                                                                              
          200 +                                                               
              |                                                               
              |                                                               
              |                                                               
              |                                 1                             
              |                            2    1 1            1              
          180 +                       2 2  2  1   1                           
              |                          222  112 1   11             1        
              |                            221  1111       2                  
     shintyou |                         2 22222 111 1         1               
              |                    2  222 222 1                               
              |                   22 22 2  21                                 
          160 +                    2222  22                                   
              |                2 222222     2                                 
              |            2   2 22     2                                     
              |                   2                                           
              |                22                                             
              |                                                               
          140 +                                                               
              ---+------------+------------+------------+------------+--      
                20           40           60           80           100       
                                                                              
                                        taijyuu                               
                                                                              
NOTE: 46 obs hidden.                                                          

Plot of taijyuu*kyoui

             Plot of taijyuu*kyoui.  Symbol is value of CLUSTER.              
                                                                              
        100 +                                                    1            
            |                                                                 
            |                                            1                    
            |                                        1                        
            |      2                                                          
            |                                         1         1             
         75 +                                     1   1                       
            |                                  1 11  11  1                    
            |                              2 1 211111 1     1                 
    taijyuu |                              2   2 221  1  1                    
            |                             22  22222  2                        
            |             2         2   2 222 22 22                           
         50 +                       2   2   22 2 2                            
            |                           2  222 22                             
            |                              2   2                              
            |                                                                 
            |                            2                                    
            |                                                                 
         25 +                                                                 
            ---+-------------+-------------+-------------+-------------+--    
              40            60            80            100           120     
                                                                              
                                         kyoui                                
                                                                              
NOTE: 58 obs hidden.                                                          

Plot of kyoui*shintyou

             Plot of kyoui*shintyou.  Symbol is value of CLUSTER.             
                                                                              
kyoui |                                                                       
  125 +                                                                       
      |                                                                       
      |                                                     1                 
      |                                       1                               
  100 +                               1              1            1           
      |                                      2  11  11 11 1 11 1      1       
      |         2    2   2   2  2 22  22 222 22 122 221212 1  22  2  1        
      |           2    2    22222 222 22 222  2  2      21      2             
   75 +                 22 2       2   2   2    2           2 2               
      |                      2                   2                            
      |                                                                       
      |                                       2                               
   50 +                                                                       
      |                                              2                        
      |                                                                       
      |                                                                       
   25 +                                                                       
      |                                                                       
      -+-------------+-------------+-------------+-------------+-------------+
      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 J 10000 Vodafone 6000 2 24.5971
2 F 148.0 43.0 80 J 50000 DoCoMo 4000 2 22.6748
3 F 150.0 46.0 86   40000   . 2 19.1358
4 F 151.7 41.5 80 J 35000   . 2 20.8285
5 F 152.0 35.0 77 J 60000 DoCoMo 2000 2 26.2100
6 F 153.0 46.5 87 G 10000   . 2 16.5328
7 F 153.0 55.0 78 J 30000   . 2 14.5147
8 F 154.4 44.0 75 J 9000 au 2000 2 18.9920
9 F 155.0 48.0 83 G 180000   . 2 13.7659
10 F 156.0 42.0 85 J 0 DoCoMo 15000 2 17.3003
11 F 156.0 46.0 82 J 10000 Vodafone 7000 2 14.3665
12 F 156.0 48.0 70 J 30000   . 2 18.9739
13 F 156.0 49.0 85 J 25000   . 2 12.3970
14 F 156.0 50.0 82 J 40000 Vodafone 10000 2 11.9661
15 M 156.0 61.0 90 J 0   . 2 12.9700
16 F 156.5 45.0 80 G 60000 au 10000 2 15.1243
17 F 157.0 53.0 84 J 30000   . 2 9.6835
18 F 158.0 46.0 80   27500 Willcom 3000 2 13.4529
19 F 158.0 49.0 85 J 0   . 2 10.8043
20 F 158.0 50.0 85 J 30000 DoCoMo 10000 2 10.1947