xdata.dat

data;


param d:= 100;
param r:=5;
param p:=0.300000;
param M:=1000;
param U:=
         1         1       -1.297216e-01
         2         1       -1.013485e+00
         3         1        2.522870e-01
         4         1        5.235853e-01
         5         1       -1.461630e+00
         6         1        1.866406e+00
         7         1       -2.149052e+00
         8         1       -1.635237e+00
         9         1        1.224019e+00
        10         1        3.251740e-01
        11         1       -4.289130e-01
        12         1        1.159609e-02
        13         1        7.313185e-01
        14         1       -8.680228e-01
        15         1        9.281596e-01
        16         1        6.973168e-01
        17         1       -4.515034e-02
        18         1        1.912111e-01
        19         1       -6.287630e-01
        20         1       -8.566132e-01
        21         1       -3.887127e-01
        22         1        1.028508e+00
        23         1       -2.397203e-01
        24         1       -4.516228e-01
        25         1       -9.792672e-01
        26         1       -1.133447e+00
        27         1        2.212089e-02
        28         1        1.040239e+00
        29         1        1.231484e+00
        30         1        5.601794e-01
        31         1       -3.090387e-01
        32         1       -3.676041e-01
        33         1        3.656334e-01
        34         1        9.374387e-01
        35         1        9.742437e-01
        36         1       -2.118924e+00
        37         1       -4.646474e-02
        38         1       -9.667809e-01
        39         1       -4.712490e-01
        40         1        1.735227e+00
        41         1       -7.775301e-01
        42         1       -1.683797e+00
        43         1        1.770271e-01
        44         1       -1.244775e-01
        45         1       -4.155549e-01
        46         1        8.794583e-01
        47         1        5.661281e-01
        48         1        3.759170e-01
        49         1       -2.769538e-01
        50         1        3.500985e-01
        51         1       -2.913072e-01
        52         1        1.860781e-01
        53         1        5.765995e-01
        54         1        3.396573e-01
        55         1       -6.728271e-01
        56         1       -5.370137e-01
        57         1       -1.040158e+00
        58         1        9.972843e-01
        59         1       -2.605395e-02
        60         1       -6.569992e-01
        61         1        6.777456e-01
        62         1       -5.108341e-01
        63         1        4.460046e-01
        64         1        1.516635e+00
        65         1        9.377563e-01
        66         1       -1.601627e-01
        67         1       -1.138381e-01
        68         1        1.937126e+00
        69         1       -1.707988e-01
        70         1        3.011685e-01
        71         1        3.259887e-01
        72         1        9.248367e-01
        73         1        2.152912e-01
        74         1        3.662493e-01
        75         1        3.221509e-01
        76         1        2.689003e+00
        77         1        8.760689e-01
        78         1       -8.764900e-01
        79         1       -1.217447e+00
        80         1       -1.614840e+00
        81         1        1.840080e+00
        82         1       -8.189258e-01
        83         1        9.921356e-01
        84         1        5.338178e-01
        85         1       -1.526727e+00
        86         1        2.022859e+00
        87         1        5.522960e-01
        88         1        1.820142e+00
        89         1        3.426445e-01
        90         1        1.795615e-01
        91         1       -1.019318e+00
        92         1        3.759947e-02
        93         1        1.371233e-01
        94         1       -1.521052e+00
        95         1       -1.891845e-02
        96         1        1.632467e-01
        97         1       -7.211507e-01
        98         1        4.106034e-01
        99         1       -1.212631e+00
       100         1       -5.737447e-01
         1         2        1.053922e-01
         2         2       -6.050961e-01
         3         2        4.217946e-01
         4         2       -3.628089e-01
         5         2       -8.741152e-01
         6         2        9.315939e-01
         7         2        6.000421e-01
         8         2        5.713607e-01
         9         2        6.851102e-01
        10         2        1.009421e+00
        11         2        9.908707e-01
        12         2        3.369053e-02
        13         2       -4.502700e-01
        14         2       -1.106563e-01
        15         2        1.237859e+00
        16         2       -1.197860e+00
        17         2       -5.643939e-01
        18         2        1.043309e+00
        19         2        8.460017e-01
        20         2       -4.955362e-01
        21         2       -2.068177e-01
        22         2       -1.557962e-01
        23         2       -2.753981e-01
        24         2       -2.443249e+00
        25         2       -4.273228e-01
        26         2        3.090604e-01
        27         2        2.451575e+00
        28         2       -1.462628e+00
        29         2       -6.355416e-01
        30         2       -3.854728e-01
        31         2       -9.422775e-01
        32         2       -6.737731e-01
        33         2       -1.924244e+00
        34         2       -1.124176e-01
        35         2       -5.185095e-01
        36         2        5.349825e-01
        37         2        5.740789e-02
        38         2        1.065817e+00
        39         2        1.620737e+00
        40         2        1.218537e-01
        41         2       -1.238041e+00
        42         2        2.441256e-01
        43         2        1.398258e+00
        44         2       -9.547333e-02
        45         2        3.876227e-01
        46         2       -9.663146e-01
        47         2        1.509186e+00
        48         2        4.038307e-01
        49         2       -4.221413e-01
        50         2       -1.674024e+00
        51         2       -6.876302e-01
        52         2       -1.027185e+00
        53         2       -4.925575e-01
        54         2        3.468083e-01
        55         2        8.293525e-01
        56         2        1.556326e-01
        57         2        8.371387e-02
        58         2        3.746168e-01
        59         2        2.653202e+00
        60         2        3.327140e-01
        61         2        1.407708e-01
        62         2        1.577835e+00
        63         2        8.954774e-02
        64         2       -6.729837e-01
        65         2        9.318935e-01
        66         2       -3.578904e-01
        67         2        2.021017e-01
        68         2        8.762504e-01
        69         2        8.079483e-01
        70         2       -1.603334e+00
        71         2       -2.362052e+00
        72         2       -7.017001e-01
        73         2        1.651903e+00
        74         2        2.350728e-01
        75         2       -1.517528e-01
        76         2       -1.558886e-01
        77         2        1.038165e+00
        78         2        3.304838e-01
        79         2        4.758066e-01
        80         2       -2.090502e+00
        81         2       -1.740348e-01
        82         2        1.918817e-02
        83         2       -8.600273e-01
        84         2       -2.294944e-02
        85         2       -6.023173e-01
        86         2        8.699018e-01
        87         2       -5.708125e-01
        88         2        1.304680e+00
        89         2       -4.264423e-02
        90         2        8.955308e-01
        91         2        2.284856e+00
        92         2        6.682738e-02
        93         2        1.494589e+00
        94         2       -1.072464e+00
        95         2        1.823345e+00
        96         2       -1.208429e+00
        97         2       -6.539160e-02
        98         2       -3.268363e-01
        99         2       -1.149151e+00
       100         2       -1.308042e+00
         1         3        6.463830e-01
         2         3       -1.389204e+00
         3         3       -1.340683e+00
         4         3        1.128872e+00
         5         3        1.696130e-03
         6         3        3.796839e-01
         7         3       -9.013316e-01
         8         3       -1.967943e-01
         9         3        3.069415e-01
        10         3        1.674567e-01
        11         3        1.788079e+00
        12         3       -6.240824e-01
        13         3       -1.499609e-01
        14         3        8.322150e-01
        15         3        9.480911e-01
        16         3       -1.973738e+00
        17         3       -3.918787e-01
        18         3       -6.767112e-01
        19         3       -1.602099e-02
        20         3        5.151748e-01
        21         3        4.448297e-01
        22         3        1.140898e+00
        23         3        4.476810e-01
        24         3        3.154402e-01
        25         3        9.455915e-01
        26         3        4.286631e-01
        27         3       -1.324607e+00
        28         3        1.098215e-01
        29         3       -1.654722e+00
        30         3        1.110672e+00
        31         3       -2.107862e+00
        32         3       -5.498369e-01
        33         3        9.426074e-02
        34         3       -3.821980e-02
        35         3        1.882927e+00
        36         3        5.546068e-02
        37         3       -6.138901e-01
        38         3        5.870166e-01
        39         3       -1.206709e+00
        40         3        5.453305e-01
        41         3        2.509304e-01
        42         3       -3.927475e-01
        43         3       -6.220419e-01
        44         3       -1.190477e+00
        45         3       -1.878467e+00
        46         3       -4.240084e-01
        47         3        7.772419e-01
        48         3       -7.139260e-01
        49         3        1.584640e+00
        50         3       -8.883113e-01
        51         3        2.140830e+00
        52         3       -6.921781e-01
        53         3        9.929735e-02
        54         3        1.434978e+00
        55         3        1.233401e+00
        56         3       -7.576445e-01
        57         3        7.385781e-01
        58         3       -1.114361e+00
        59         3       -1.705869e+00
        60         3        6.611623e-01
        61         3       -1.729642e+00
        62         3       -2.138074e+00
        63         3       -6.004767e-02
        64         3        1.385691e+00
        65         3        1.217816e+00
        66         3       -1.495051e+00
        67         3        3.728310e-02
        68         3        8.028709e-01
        69         3        9.738536e-01
        70         3        1.560734e+00
        71         3        1.586250e+00
        72         3        8.562978e-01
        73         3       -1.424483e+00
        74         3        3.970234e-02
        75         3       -1.379912e+00
        76         3        1.233071e+00
        77         3        1.742076e+00
        78         3       -2.001495e+00
        79         3        8.354970e-01
        80         3       -3.428183e-01
        81         3       -4.779621e-01
        82         3       -8.891014e-01
        83         3        1.263429e+00
        84         3        3.832012e-01
        85         3       -1.188674e-01
        86         3        4.172472e-01
        87         3        1.013222e+00
        88         3       -8.695175e-01
        89         3       -7.946805e-01
        90         3        6.885023e-01
        91         3        1.585673e+00
        92         3        1.250179e+00
        93         3       -1.156035e-01
        94         3       -1.331770e+00
        95         3       -2.342806e+00
        96         3       -9.265633e-01
        97         3        1.129568e+00
        98         3       -5.491275e-01
        99         3        2.837317e-01
       100         3        2.127793e-01
         1         4       -2.202763e+00
         2         4        1.251073e+00
         3         4        2.024705e+00
         4         4       -3.889672e-02
         5         4        9.985836e-01
         6         4       -7.573337e-01
         7         4        5.961451e-01
         8         4        2.123217e+00
         9         4        1.311725e+00
        10         4       -6.999415e-01
        11         4       -1.019613e+00
        12         4        5.311479e-02
        13         4       -2.370192e-01
        14         4       -6.273598e-02
        15         4        1.271109e+00
        16         4        2.211384e-01
        17         4        1.664023e+00
        18         4       -4.295988e-02
        19         4       -1.332354e-01
        20         4        7.931998e-01
        21         4        4.262725e-01
        22         4       -2.099019e-01
        23         4       -1.588159e+00
        24         4       -1.116381e+00
        25         4        6.168550e-01
        26         4        5.434643e-01
        27         4       -1.467896e+00
        28         4        1.199083e-01
        29         4        5.293555e-01
        30         4       -1.175244e+00
        31         4       -9.982152e-01
        32         4        1.194042e+00
        33         4       -1.753697e+00
        34         4        4.465294e-01
        35         4        9.780599e-01
        36         4       -1.791257e+00
        37         4       -1.301890e-01
        38         4       -1.175237e+00
        39         4        8.996208e-02
        40         4       -4.221659e-01
        41         4       -1.650934e+00
        42         4        6.179687e-01
        43         4        5.961603e-01
        44         4       -6.184373e-01
        45         4        5.278754e-01
        46         4       -1.344318e+00
        47         4       -1.234765e+00
        48         4       -1.153440e+00
        49         4       -1.093280e-01
        50         4       -5.241948e-01
        51         4        1.911298e+00
        52         4       -7.110603e-02
        53         4        5.618354e-01
        54         4        5.740717e-01
        55         4        3.717336e-01
        56         4        1.916939e-01
        57         4        1.244085e+00
        58         4       -1.164160e+00
        59         4        1.635270e+00
        60         4        6.863297e-01
        61         4       -1.149487e+00
        62         4        1.110157e+00
        63         4        1.182564e+00
        64         4        1.707328e+00
        65         4       -4.203154e-01
        66         4        1.639378e+00
        67         4        2.634685e-01
        68         4       -1.463483e+00
        69         4       -7.761710e-01
        70         4        9.294880e-01
        71         4        1.792958e+00
        72         4       -1.183152e+00
        73         4       -1.111759e-01
        74         4       -6.567658e-01
        75         4        1.879734e+00
        76         4       -8.960809e-01
        77         4        1.331506e+00
        78         4       -6.245731e-01
        79         4        7.766789e-01
        80         4       -1.324254e+00
        81         4        1.500277e+00
        82         4       -2.202903e+00
        83         4        3.225147e-01
        84         4        4.210044e-01
        85         4       -8.207011e-01
        86         4       -9.664588e-01
        87         4        6.093482e-01
        88         4       -1.036211e+00
        89         4       -2.823752e-02
        90         4       -2.819767e+00
        91         4       -2.081050e+00
        92         4       -4.475313e-02
        93         4        1.117955e+00
        94         4       -1.649504e+00
        95         4        6.786672e-01
        96         4        4.943232e-01
        97         4       -5.884686e-01
        98         4       -2.392466e-02
        99         4        2.191313e+00
       100         4       -1.400581e+00
         1         5        4.800995e-01
         2         5        2.075507e-01
         3         5        3.220848e-01
         4         5       -5.880483e-03
         5         5        2.813891e-01
         6         5       -2.513392e-01
         7         5       -1.693459e+00
         8         5       -5.840162e-01
         9         5        2.344427e-01
        10         5        2.587862e-01
        11         5        6.036564e-01
        12         5        2.220965e+00
        13         5       -1.654131e+00
        14         5        6.804105e-01
        15         5        1.358293e-01
        16         5       -3.798745e-02
        17         5       -6.931372e-01
        18         5       -1.275250e-01
        19         5        6.803618e-01
        20         5        4.262146e-01
        21         5       -1.605669e+00
        22         5        9.062108e-01
        23         5        2.495141e-01
        24         5        1.894228e+00
        25         5       -1.112379e+00
        26         5       -7.220418e-01
        27         5       -1.752187e+00
        28         5        3.612314e-03
        29         5        9.951443e-01
        30         5       -4.789694e-01
        31         5       -5.191014e-01
        32         5       -2.946597e-01
        33         5       -1.605499e-01
        34         5        1.023516e+00
        35         5        1.589474e-02
        36         5       -4.826571e-01
        37         5        6.346745e-01
        38         5       -1.364438e+00
        39         5        5.986248e-01
        40         5       -2.064981e-01
        41         5        2.139366e+00
        42         5       -6.488138e-01
        43         5        4.235922e-01
        44         5        1.178653e-01
        45         5       -1.080778e+00
        46         5        8.755267e-01
        47         5       -2.226282e+00
        48         5       -1.946111e+00
        49         5       -1.309595e+00
        50         5        1.305623e+00
        51         5        9.839695e-01
        52         5       -1.251386e+00
        53         5       -1.797538e-01
        54         5       -7.434064e-01
        55         5        2.332419e-01
        56         5        2.101345e+00
        57         5       -8.766663e-01
        58         5        1.948789e+00
        59         5       -4.652722e-01
        60         5       -6.519172e-01
        61         5        6.096306e-01
        62         5        7.091240e-01
        63         5        2.797960e-01
        64         5       -1.467456e+00
        65         5       -6.913173e-01
        66         5       -8.679885e-01
        67         5       -5.125077e-01
        68         5       -7.820865e-01
        69         5        4.257892e-01
        70         5        1.011540e+00
        71         5       -2.506674e-01
        72         5        5.542361e-01
        73         5        7.588808e-01
        74         5        1.338427e-01
        75         5       -2.725615e-01
        76         5       -5.426277e-01
        77         5       -1.163105e+00
        78         5       -2.735174e-01
        79         5        1.595039e-01
        80         5       -1.867081e-01
        81         5        2.179041e-01
        82         5        4.623830e-02
        83         5        6.703250e-01
        84         5       -6.305009e-01
        85         5       -1.184102e-01
        86         5        2.420646e-01
        87         5       -3.760846e-01
        88         5        2.804444e-01
        89         5       -1.774452e+00
        90         5        4.585778e-01
        91         5        4.618229e-01
        92         5       -1.187487e-03
        93         5       -3.529388e-01
        94         5       -4.329913e-01
        95         5       -1.704774e+00
        96         5        1.095717e+00
        97         5        6.357721e-01
        98         5       -1.087184e+00
        99         5       -1.477265e+00
       100         5       -3.852494e-01
;

param theta:=
    1        6.808367e-01
    2        8.326493e-01
    3        5.345982e-01
    4        7.680246e-01
    5        1.754888e+00
;
param X_true:=
    1       -5.042649e-01
    2       -6.114335e-01
    3        1.926493e+00
    4        6.176832e-01
    5       -4.613127e-01
    6        1.226664e+00
    7       -3.959356e+00
    8       -1.369918e-01
    9        2.986762e+00
   10        1.067974e+00
   11        1.765193e+00
   12        3.640652e+00
   13       -3.042027e+00
   14        9.076423e-01
   15        3.384083e+00
   16       -1.474619e+00
   17       -6.485471e-01
   18        3.803388e-01
   19        1.359404e+00
   20        6.367457e-01
   21       -2.689433e+00
   22        2.609533e+00
   23       -9.350668e-01
   24        2.935326e-01
   25       -1.995359e+00
   26       -1.134899e+00
   27       -2.854040e+00
   28       -3.524809e-01
   29        1.577569e+00
   30       -1.088964e+00
   31       -3.799469e+00
   32       -7.052779e-01
   33       -2.931522e+00
   34        2.663307e+00
   35        2.017241e+00
   36       -3.190278e+00
   37        7.017753e-01
   38       -2.753997e+00
   39        1.503170e+00
   40        8.877858e-01
   41        1.060312e+00
   42       -1.817062e+00
   43        2.153465e+00
   44       -1.068806e+00
   45       -2.455620e+00
   46        7.147371e-02
   47       -2.797628e+00
   48       -4.090553e+00
   49       -2.075069e+00
   50        2.582226e-01
   51        3.568276e+00
   52       -3.349287e+00
   53        1.515822e-01
   54        4.234641e-01
   55        1.586662e+00
   56        3.193783e+00
   57       -8.265936e-01
   58        2.920978e+00
   59        1.718921e+00
   60       -4.337422e-01
   61       -1.590175e-01
   62        1.920039e+00
   63        1.745365e+00
   64       -5.094183e-02
   65        5.294447e-01
   66       -1.470433e+00
   67       -5.863371e-01
   68       -1.877574e-02
   69        1.228166e+00
   70        2.193407e+00
   71        4.033282e-02
   72        5.671003e-01
   73        2.006873e+00
   74        1.967806e-01
   75        3.206442e-01
   76        7.197064e-01
   77        1.373709e+00
   78       -2.351245e+00
   79        8.903726e-01
   80       -4.368078e+00
   81        2.387013e+00
   82       -2.627630e+00
   83        2.058852e+00
   84       -2.339240e-01
   85       -2.442632e+00
   86        2.007152e+00
   87        2.504114e-01
   88        1.557030e+00
   89       -3.362709e+00
   90       -1.249104e-01
   91        1.268343e+00
   92        7.131309e-01
   93        1.515275e+00
   94       -4.667247e+00
   95       -2.217587e+00
   96        9.121196e-01
   97        7.221810e-01
   98       -2.212410e+00
   99       -2.540213e+00
  100       -3.117765e+00
;
param X:=
    1       -8.355148e-01
    2       -6.114335e-01
    3       -2.890810e+00
    4        6.176832e-01
    5       -4.613127e-01
    6        1.226664e+00
    7       -3.959356e+00
    8       -1.369918e-01
    9        2.986762e+00
   10       -3.408584e-01
   11        1.765193e+00
   12        3.640652e+00
   13       -3.042027e+00
   14        9.076423e-01
   15       -4.277730e-01
   16       -2.104140e-02
   17        5.879606e-01
   18        3.803388e-01
   19        1.910744e+00
   20        6.367457e-01
   21       -2.689433e+00
   22        2.609533e+00
   23       -5.829967e-01
   24        2.935326e-01
   25       -1.803926e-01
   26       -1.134899e+00
   27       -2.854040e+00
   28       -3.524809e-01
   29        1.577569e+00
   30       -1.088964e+00
   31       -3.799469e+00
   32       -7.052779e-01
   33       -5.159056e-01
   34        2.663307e+00
   35        9.786201e-01
   36       -3.190278e+00
   37        7.017753e-01
   38       -2.753997e+00
   39        1.503170e+00
   40        8.877858e-01
   41        1.060312e+00
   42       -1.817062e+00
   43       -6.948833e-01
   44       -1.068806e+00
   45       -2.455620e+00
   46        7.147371e-02
   47       -2.797628e+00
   48       -4.090553e+00
   49       -7.345421e-01
   50        2.582226e-01
   51        7.562152e-01
   52       -3.349287e+00
   53        2.354779e-01
   54        4.234641e-01
   55        3.095385e-01
   56        3.193783e+00
   57       -8.265936e-01
   58        1.403380e-01
   59        1.718921e+00
   60       -4.337422e-01
   61        2.719296e-02
   62        1.920039e+00
   63       -1.079992e+00
   64       -5.094183e-02
   65        5.294447e-01
   66       -1.470433e+00
   67       -5.863371e-01
   68       -1.877574e-02
   69       -4.891027e-01
   70       -1.508743e-01
   71        4.033282e-02
   72        5.671003e-01
   73        2.006873e+00
   74       -6.973889e-01
   75        3.233648e-01
   76        7.197064e-01
   77        1.373709e+00
   78       -2.351245e+00
   79       -1.648968e+00
   80       -4.368078e+00
   81        2.387013e+00
   82       -2.627630e+00
   83        2.058852e+00
   84       -2.339240e-01
   85        4.271294e-01
   86        1.207928e-01
   87       -1.861254e-01
   88        1.557030e+00
   89       -3.362709e+00
   90       -1.249104e-01
   91        1.268343e+00
   92       -4.980427e-01
   93        1.256283e+00
   94       -4.667247e+00
   95       -7.976131e-02
   96        9.121196e-01
   97        7.221810e-01
   98       -2.212410e+00
   99       -2.540213e+00
  100       -3.117765e+00
;
param outliervec:=
    1    1
    2    0
    3    1
    4    0
    5    0
    6    0
    7    0
    8    0
    9    0
   10    1
   11    0
   12    0
   13    0
   14    0
   15    1
   16    1
   17    1
   18    0
   19    1
   20    0
   21    0
   22    0
   23    1
   24    0
   25    1
   26    0
   27    0
   28    0
   29    0
   30    0
   31    0
   32    0
   33    1
   34    0
   35    1
   36    0
   37    0
   38    0
   39    0
   40    0
   41    0
   42    0
   43    1
   44    0
   45    0
   46    0
   47    0
   48    0
   49    1
   50    0
   51    1
   52    0
   53    1
   54    0
   55    1
   56    0
   57    0
   58    1
   59    0
   60    0
   61    1
   62    0
   63    1
   64    0
   65    0
   66    0
   67    0
   68    0
   69    1
   70    1
   71    0
   72    0
   73    0
   74    1
   75    1
   76    0
   77    0
   78    0
   79    1
   80    0
   81    0
   82    0
   83    0
   84    0
   85    1
   86    1
   87    1
   88    0
   89    0
   90    0
   91    0
   92    1
   93    1
   94    0
   95    1
   96    0
   97    0
   98    0
   99    0
  100    0
;