>> example_predcoca

Y1 =

     3     1     0     1
     0     1     1     0
     0     0     1     0
     0     0     1     1
     0     1     1     1


Y2 =

     3     0    10     3     3     0
     0     1     1     0     0     0
     0     0     1     0     1     0
     0     2     1     0     1     1
     0     2     1     1     4     1

  
       Percent Variance Captured by PLS Model   
  
           -----X-Block-----    -----Y-Block-----
   LV #    This LV    Total     This LV    Total 
   ----    -------   -------    -------   -------
     1      60.90     60.90      49.58     49.58
     2      26.70     87.61      10.79     60.37
     3       9.48     97.09      21.60     81.97
  

ssp0 =

    0.9393


ssp_a =

    1.1460    1.6103    2.2887


percentage_crossval_fit =

  -22.0021  -71.4309 -143.6582

  
       Percent Variance Captured by PLS Model   
  
           -----X-Block-----    -----Y-Block-----
   LV #    This LV    Total     This LV    Total 
   ----    -------   -------    -------   -------
     1      60.90     60.90      49.58     49.58
     2      26.70     87.61      10.79     60.37
  

U1 =

   -1.1482   -0.0442
    0.0881   -0.3565
    0.6003   -0.0881
    0.2597    0.5181


U2 =

   -2.4729    1.3564
    2.7277   -2.8416
   -0.7675   -1.6990
   -1.4551    1.2203
    0.6820    1.5352
    2.1040    7.6136


X1 =

   -0.6194    0.0058
    0.3442   -0.2223
    0.6003   -0.0881
    0.4300    0.2150
    0.3160    0.0245


X2 =

   -0.9165   -0.2450
    0.9801   -2.2703
   -0.0428   -0.0819
    1.4948    0.3533
    0.8961    0.8436


Loadings1 =

   -1.1482   -0.0442
    0.0881   -0.3565
    0.6003   -0.0881
    0.2597    0.5181


Loadings2 =

   -0.9182    0.0173
    1.3469   -0.6105
   -0.3449   -0.3143
   -0.5340    0.2632
    0.0996    0.5271
    1.0442    0.8021


Yhat =

    0.3167    0.0019   -0.1818   -0.1087
   -0.1931    0.1688    0.1715   -0.1737
    0.0070    0.0034   -0.0028   -0.0071
   -0.3263    0.0011    0.1885    0.1076
   -0.2460   -0.0512    0.1235    0.1546


Yhat1 =

    2.3806    1.1614    0.7253    0.7328
   -0.0115    0.8749    1.1005    0.0361
    0.2429    0.2366    0.3020    0.2184
   -0.3378    0.4642    1.1484    0.7252
   -0.0458    0.5388    1.3510    1.1560


Yhat1_reconstitution_formula =

    2.3806    1.1614    0.7253    0.7328
   -0.0115    0.8749    1.1005    0.0361
    0.2429    0.2366    0.3020    0.2184
   -0.3378    0.4642    1.1484    0.7252
   -0.0458    0.5388    1.3510    1.1560

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