Output from gcan2t.sas

Source
1 Graph

Diabetes Data 1

                       Canonical Discriminant Analysis
                 144 Observations        143 DF Total
                   5 Variables           141 DF Within Classes
                   3 Classes               2 DF Between Classes

                           Class Level Information

                  GROUP     Frequency        Weight     Proportion
                      1            32       32.0000       0.222222
                      2            36       36.0000       0.250000
                      3            76       76.0000       0.527778

Diabetes Data 2

                       Canonical Discriminant Analysis

                 Multivariate Statistics and F Approximations

                             S=2    M=1    N=67.5

 Statistic                     Value          F      Num DF    Den DF  Pr > F
 Wilks' Lambda              0.10635415    56.6182        10       274  0.0001
 Pillai's Trace             1.21852936    43.0361        10       276  0.0001
 Hotelling-Lawley Trace     5.34781532    72.7303        10       272  0.0001
 Roy's Greatest Root        4.69753049   129.6518         5       138  0.0001

         NOTE: F Statistic for Roy's Greatest Root is an upper bound.
                NOTE: F Statistic for Wilks' Lambda is exact.

Diabetes Data 3

                       Canonical Discriminant Analysis

                                Adjusted       Approx       Squared
                 Canonical      Canonical     Standard     Canonical
                Correlation    Correlation     Error      Correlation
           1      0.908012       0.904973     0.014677      0.824485
           2      0.627729       0.620018     0.050673      0.394044
                                Eigenvalues of INV(E)*H
                                  = CanRsq/(1-CanRsq)

                 Eigenvalue    Difference    Proportion    Cumulative
            1       4.6975        4.0472       0.8784        0.8784
            2       0.6503         .           0.1216        1.0000
                     Test of H0: The canonical correlations in the
                       current row and all that follow are zero

               Likelihood
                  Ratio      Approx F      Num DF      Den DF    Pr > F
          1    0.10635415     56.6182          10         274    0.0001
          2    0.60595600     22.4348           4         138    0.0001

                          Total Canonical Structure

                      CAN1              CAN2
 RELWT            0.221463          0.525119      Relative weight
 GLUFAST          0.847229         -0.438603      Fasting Plasma Glucose
 GLUTEST          0.953637         -0.263076      Test Plasma Glucose
 INSTEST         -0.178668          0.800011      Plasma Insulin during Test
 SSPG             0.861913          0.099028      Steady State Plasma Glucose

                         Between Canonical Structure

                      CAN1              CAN2
 RELWT            0.520787          0.853686      Relative weight
 GLUFAST          0.941518         -0.336961      Fasting Plasma Glucose
 GLUTEST          0.982296         -0.187336      Test Plasma Glucose
 INSTEST         -0.307408          0.951578      Plasma Insulin during Test
 SSPG             0.996860          0.079179      Steady State Plasma Glucose

Diabetes Data 4

                       Canonical Discriminant Analysis

                      Pooled Within Canonical Structure

                      CAN1              CAN2
 RELWT            0.100581          0.443137      Relative weight
 GLUFAST          0.615655         -0.592205      Fasting Plasma Glucose
 GLUTEST          0.846182         -0.433736      Test Plasma Glucose
 INSTEST         -0.088123          0.733167      Plasma Insulin during Test
 SSPG             0.582992          0.124458      Steady State Plasma Glucose

               Total-Sample Standardized Canonical Coefficients

                      CAN1              CAN2
 RELWT         0.171660562       0.486330604      Relative weight
 GLUFAST      -2.025337524      -2.289141672      Fasting Plasma Glucose
 GLUTEST       3.870561728       2.111323458      Test Plasma Glucose
 INSTEST      -0.001494559       0.722122234      Plasma Insulin during Test
 SSPG          0.413879796      -0.061135776      Steady State Plasma Glucose

           Pooled Within-Class Standardized Canonical Coefficients

                      CAN1              CAN2
 RELWT         0.159466492       0.451783651      Relative weight
 GLUFAST      -1.175914756      -1.329079938      Fasting Plasma Glucose
 GLUTEST       1.840385009       1.003897706      Test Plasma Glucose
 INSTEST      -0.001278454       0.617707510      Plasma Insulin during Test
 SSPG          0.258160425      -0.038133869      Steady State Plasma Glucose

                          Raw Canonical Coefficients

                      CAN1              CAN2
 RELWT         1.339546258       3.795061205      Relative weight
 GLUFAST      -0.033019442      -0.037320288      Fasting Plasma Glucose
 GLUTEST       0.012639775       0.006894775      Test Plasma Glucose
 INSTEST      -0.000012402       0.005992478      Plasma Insulin during Test
 SSPG          0.003895587      -0.000575432      Steady State Plasma Glucose

                      Class Means on Canonical Variables

                      GROUP              CAN1              CAN2
                          1       3.678653300      -0.596038021
                          2       0.359708332       1.375608979
                          3      -1.719294810      -0.400640876

Diabetes Data 5

    OBS    _NAME_     _LABEL_                          CAN1        CAN2
     1     RELWT      Relative weight                 0.22146     0.52512
     2     GLUFAST    Fasting Plasma Glucose          0.84723    -0.43860
     3     GLUTEST    Test Plasma Glucose             0.95364    -0.26308
     4     INSTEST    Plasma Insulin during Test     -0.17867     0.80001
     5     SSPG       Steady State Plasma Glucose     0.86191     0.09903

6

Graphic output from gcan2t.sas

PLOT OF CAN2 * CAN1 = GROUP
[ GPLOT 09/27/99 ]