Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   5:03 AM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level time series analysis
      with a univariate first-order autoregressive AR(1) model
      for a continuous dependent variable with a random intercept,
      random AR(1) slope, and random residual variance
  DATA:	FILE = ex9.30.dat;
  VARIABLE:	NAMES = z y w time subject;
  	BETWEEN = z w;
  	CLUSTER = subject;
  	LAGGED = y(1);
  	TINTERVAL = time (1);
  ANALYSIS:	TYPE = TWOLEVEL RANDOM;
  	ESTIMATOR = BAYES;
  	PROCESSORS = 2;
  	BITERATIONS = (2000);
  MODEL:	%WITHIN%
  	s | y ON y&1;
  	logv | y;
  	%BETWEEN%
  	y ON w;
  	s ON w;
  	logv ON w;
  	y s logv WITH y s logv;
  	z ON y s logv;
  OUTPUT:	TECH1 TECH8 FSCOMPARISON;
  PLOT:	TYPE = PLOT3;
  	FACTORS = ALL;



INPUT READING TERMINATED NORMALLY



this is an example of a two-level time series analysis
with a univariate first-order autoregressive AR(1) model
for a continuous dependent variable with a random intercept,
random AR(1) slope, and random residual variance

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                       19668

Number of dependent variables                                    2
Number of independent variables                                  2
Number of continuous latent variables                            2

Observed dependent variables

  Continuous
   Z           Y

Observed independent variables
   W           Y&1

Continuous latent variables
   S           LOGV

Variables with special functions

  Cluster variable      SUBJECT

  Within variables
   Y&1

  Between variables
   Z           W


Estimator                                                    BAYES
Specifications for Bayesian Estimation
  Point estimate                                            MEDIAN
  Number of Markov chain Monte Carlo (MCMC) chains               2
  Random seed for the first chain                                0
  Starting value information                           UNPERTURBED
  Treatment of categorical mediator                         LATENT
  Algorithm used for Markov chain Monte Carlo           GIBBS(PX1)
  Convergence criterion                                  0.500D-01
  Maximum number of iterations                               50000
  K-th iteration used for thinning                               1
Specifications for Bayes Factor Score Estimation
  Number of imputed data sets                                   50
  Iteration intervals for thinning                               1

Input data file(s)
  ex9.30.dat
Input data format  FREE


SUMMARY OF DATA

     Number of clusters                        200

       Size (s)    Cluster ID with Size s

         89        44
         93        133 90 27
         94        83 172 8 46
         95        176 114 18 41 157 34 123 24 193 45
         96        4 186 169 47 32 194 67 88 79 138
         97        101 106 126 74 113 116 125 94 98 173 84 59 170 195 177
                   183 167 35 178 63 192
         98        162 13 166 196 82 128 26 10 187 148 155 102 175 131
                   156 118 135 20 105 58 130 11 181 25 121 37 143 171 154
         99        57 15 184 146 14 109 200 66 97 23 28 75 16 107 108 124
                   80 115 149 29 189 12 52 139 53 22 54 152 49 65 153 40
                   31 99 147 77 140 96 60 127 110 55 103 142 179 81 19
                   48 1 161 119 92 199 159 73 39 95 7 137 30 87 51 134
                   174 6
        100        78 17 197 141 122 69 33 100 144 145 50 163 72 93 68
                   151 3 160 38 43 56 86 191 61 120 165 132 36 111 2 198
                   9 168 104 62 21 89 150 5 129 164 70 64 112 71 136 91
                   158 76 182 117 85 185 190 188 42 180



SUMMARY OF MISSING DATA PATTERNS

     Number of missing data patterns             4


     MISSING DATA PATTERNS (x = not missing)

           1  2  3  4
 Z         x  x  x  x
 Y         x  x
 Y&1       x     x
 W         x  x  x  x


     MISSING DATA PATTERN FREQUENCIES

    Pattern   Frequency     Pattern   Frequency     Pattern   Frequency
          1        4921           3        4873
          2        5073           4        4801


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              Z             Y             W
              ________      ________      ________
 Z              1.000
 Y              0.508         0.508
 W              1.000         0.508         1.000



UNIVARIATE SAMPLE STATISTICS


     UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS

         Variable/         Mean/     Skewness/   Minimum/ % with                Percentiles
        Sample Size      Variance    Kurtosis    Maximum  Min/Max      20%/60%    40%/80%    Median

     Z                     0.179      -0.024      -0.903    0.50%      -0.213      0.021      0.197
             200.000       0.187      -0.463       1.255    0.50%       0.318      0.576
     Y                    -0.040       0.344      -3.981    0.01%      -1.020     -0.373     -0.091
            9994.000       1.395       0.674       5.630    0.01%       0.199      0.878
     W                    -0.067       0.070      -2.681    0.50%      -1.046     -0.386     -0.059
             200.000       1.094      -0.509       2.781    0.50%       0.307      0.862


THE MODEL ESTIMATION TERMINATED NORMALLY

     USE THE FBITERATIONS OPTION TO INCREASE THE NUMBER OF ITERATIONS BY A FACTOR
     OF AT LEAST TWO TO CHECK CONVERGENCE AND THAT THE PSR VALUE DOES NOT INCREASE.



MODEL FIT INFORMATION

Number of Free Parameters                              17

Information Criteria

          Deviance (DIC)                        64958.392
          Estimated Number of Parameters (pD)    9820.756



MODEL RESULTS

                                Posterior  One-Tailed         95% C.I.
                    Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%  Significance

Within Level

Between Level

 S          ON
    W                  0.125       0.012      0.000       0.101       0.150      *

 LOGV       ON
    W                  0.312       0.015      0.000       0.282       0.341      *

 Z          ON
    S                  0.590       0.529      0.109      -0.385       1.737
    LOGV               0.407       0.157      0.011       0.065       0.683      *

 Y          ON
    W                  0.290       0.027      0.000       0.238       0.346      *

 Z          ON
    Y                  0.393       0.115      0.001       0.155       0.617      *

 Y        WITH
    S                  0.018       0.006      0.001       0.007       0.029      *
    LOGV               0.008       0.005      0.098      -0.004       0.017

 S        WITH
    LOGV               0.000       0.003      0.494      -0.007       0.005

 Intercepts
    Z                  0.036       0.163      0.396      -0.336       0.336
    Y                 -0.017       0.027      0.261      -0.069       0.034
    S                  0.297       0.014      0.000       0.270       0.325      *
    LOGV              -0.014       0.016      0.212      -0.045       0.015

 Residual Variances
    Z                  0.050       0.007      0.000       0.037       0.064      *
    Y                  0.107       0.015      0.000       0.083       0.140      *
    S                  0.010       0.004      0.000       0.005       0.020      *
    LOGV               0.005       0.004      0.000       0.001       0.017      *



 BETWEEN-LEVEL FACTOR SCORE COMPARISONS

 Results for Factor S

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1        24          0.688           2        68          0.641           3        29          0.627
     4        49          0.605           5        69          0.591           6        48          0.590
     7       155          0.588           8        51          0.565           9       121          0.554
    10        71          0.551          11       172          0.539          12       193          0.521
    13        52          0.511          14       189          0.505          15        15          0.494
    16        94          0.482          17       112          0.477          18        45          0.465
    19        44          0.464          20        76          0.464          21       180          0.459
    22       147          0.457          23        26          0.455          24        25          0.450
    25        37          0.447          26       107          0.445          27       128          0.444
    28       127          0.444          29       160          0.441          30       101          0.439
    31       199          0.439          32       159          0.438          33       169          0.437
    34         9          0.431          35        78          0.430          36        50          0.425
    37       145          0.424          38        20          0.422          39       194          0.418
    40       125          0.418          41       162          0.418          42        92          0.417
    43        73          0.415          44       110          0.409          45       190          0.407
    46       184          0.406          47        17          0.396          48         2          0.394
    49       109          0.392          50        99          0.389          51       142          0.386
    52       136          0.381          53       166          0.377          54       150          0.376
    55        89          0.375          56        19          0.375          57        36          0.368
    58       111          0.366          59        86          0.365          60        91          0.365
    61        64          0.365          62       182          0.364          63       171          0.364
    64       183          0.361          65       173          0.361          66       148          0.360
    67         5          0.360          68        84          0.357          69       191          0.356
    70        14          0.349          71       108          0.348          72        21          0.347
    73        10          0.345          74        74          0.343          75        32          0.339
    76        41          0.335          77       134          0.326          78       164          0.320
    79       163          0.318          80        27          0.317          81        77          0.316
    82       141          0.310          83       105          0.308          84       197          0.308
    85        85          0.308          86       100          0.307          87        61          0.306
    88         6          0.305          89       140          0.305          90        90          0.303
    91       113          0.302          92       104          0.300          93        63          0.299
    94        60          0.294          95       153          0.291          96       122          0.285
    97       186          0.284          98       185          0.284          99        34          0.282
   100        81          0.282         101        75          0.280         102       167          0.270
   103        95          0.267         104        79          0.266         105       137          0.266
   106        55          0.266         107       149          0.260         108       181          0.257
   109        97          0.256         110       118          0.250         111       133          0.246
   112       126          0.237         113        56          0.237         114        22          0.231
   115        66          0.231         116       116          0.227         117        87          0.223
   118       115          0.222         119       187          0.221         120        42          0.219
   121        43          0.214         122        67          0.213         123       192          0.212
   124        93          0.205         125       146          0.203         126       103          0.202
   127         1          0.202         128         4          0.200         129       123          0.197
   130        31          0.194         131       143          0.191         132        62          0.191
   133       178          0.185         134        57          0.184         135        13          0.181
   136       106          0.178         137       198          0.178         138        12          0.177
   139       139          0.176         140        39          0.170         141       195          0.168
   142       157          0.167         143        28          0.163         144        70          0.162
   145       170          0.160         146        33          0.159         147        35          0.159
   148       120          0.157         149        82          0.155         150        30          0.150
   151        16          0.150         152       168          0.147         153       132          0.145
   154       161          0.141         155        83          0.140         156        53          0.138
   157        18          0.138         158       152          0.137         159       124          0.132
   160       175          0.129         161        88          0.124         162       102          0.123
   163       129          0.122         164        96          0.121         165        80          0.113
   166       196          0.113         167        47          0.110         168         7          0.106
   169       156          0.106         170       114          0.106         171       117          0.104
   172       138          0.103         173        54          0.096         174        59          0.093
   175        72          0.092         176       154          0.092         177        65          0.087
   178       188          0.082         179        40          0.079         180       200          0.079
   181       179          0.077         182       130          0.077         183       151          0.076
   184       176          0.075         185       174          0.074         186       158          0.073
   187        38          0.068         188        58          0.065         189        46          0.064
   190       119          0.063         191       177          0.063         192         8          0.057
   193       165          0.027         194       144          0.024         195        98          0.010
   196       135          0.001         197         3         -0.002         198        23         -0.014
   199        11         -0.081         200       131         -0.111

 Results for Factor LOGV

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1        24          0.815           2        71          0.742           3        68          0.662
     4        29          0.597           5        25          0.589           6       150          0.566
     7        61          0.512           8         9          0.510           9       173          0.504
    10       169          0.501          11        49          0.460          12        69          0.459
    13        92          0.455          14       121          0.427          15        19          0.425
    16       109          0.418          17        51          0.409          18       112          0.400
    19        50          0.397          20        99          0.371          21        41          0.366
    22       170          0.355          23       194          0.346          24        37          0.340
    25       191          0.317          26       110          0.312          27       162          0.312
    28        45          0.312          29       197          0.310          30        52          0.308
    31        78          0.297          32       189          0.290          33        84          0.285
    34        91          0.283          35       101          0.283          36       108          0.263
    37       125          0.255          38       193          0.253          39        89          0.238
    40       160          0.233          41       172          0.217          42        20          0.209
    43        14          0.208          44       147          0.206          45       163          0.205
    46       180          0.203          47        32          0.202          48        17          0.184
    49        36          0.184          50       166          0.180          51       100          0.174
    52       105          0.167          53       148          0.167          54       164          0.159
    55        76          0.153          56        64          0.148          57       145          0.148
    58        90          0.148          59        79          0.147          60       127          0.145
    61       140          0.144          62       171          0.140          63        77          0.139
    64        70          0.137          65       137          0.130          66        48          0.125
    67       153          0.120          68        63          0.108          69       159          0.108
    70       155          0.101          71       182          0.100          72       132          0.096
    73        73          0.085          74        26          0.080          75        21          0.079
    76        95          0.070          77       183          0.069          78        74          0.064
    79        81          0.057          80       107          0.057          81        15          0.056
    82         1          0.054          83       111          0.049          84       190          0.049
    85       136          0.025          86       122          0.024          87       187          0.001
    88       128         -0.002          89        34         -0.003          90        10         -0.003
    91        86         -0.006          92       186         -0.009          93       199         -0.016
    94       123         -0.018          95        44         -0.025          96        27         -0.026
    97       141         -0.026          98        56         -0.046          99         5         -0.054
   100       192         -0.060         101        66         -0.070         102       149         -0.083
   103        94         -0.086         104       195         -0.090         105       151         -0.097
   106       156         -0.098         107        87         -0.100         108        55         -0.108
   109        67         -0.108         110        53         -0.111         111        60         -0.111
   112         2         -0.112         113       157         -0.113         114       103         -0.114
   115       116         -0.114         116       167         -0.123         117        97         -0.125
   118         6         -0.135         119        85         -0.139         120       126         -0.142
   121       134         -0.144         122       185         -0.162         123       129         -0.174
   124        31         -0.184         125       184         -0.188         126       143         -0.197
   127        16         -0.203         128       114         -0.205         129        43         -0.206
   130        35         -0.214         131       142         -0.216         132       115         -0.217
   133        18         -0.220         134        62         -0.231         135       179         -0.234
   136         7         -0.239         137       176         -0.253         138        65         -0.255
   139        46         -0.265         140        30         -0.266         141        72         -0.273
   142       168         -0.274         143       181         -0.280         144       146         -0.283
   145        80         -0.311         146       120         -0.317         147        22         -0.318
   148       104         -0.321         149       178         -0.322         150        82         -0.325
   151       196         -0.326         152         4         -0.330         153        96         -0.340
   154       133         -0.344         155        88         -0.349         156        58         -0.356
   157        42         -0.362         158        39         -0.364         159        13         -0.368
   160        57         -0.371         161       117         -0.374         162        40         -0.375
   163       139         -0.379         164        12         -0.387         165       188         -0.388
   166       175         -0.392         167       138         -0.394         168       154         -0.398
   169        33         -0.400         170       119         -0.409         171        75         -0.413
   172        28         -0.414         173       177         -0.414         174       118         -0.415
   175       200         -0.423         176         8         -0.423         177       102         -0.424
   178       113         -0.433         179       198         -0.444         180       165         -0.494
   181       106         -0.502         182       130         -0.504         183        47         -0.513
   184       161         -0.515         185       174         -0.519         186        83         -0.535
   187       124         -0.540         188       131         -0.548         189        23         -0.550
   190       144         -0.582         191        59         -0.588         192       158         -0.598
   193        98         -0.601         194        54         -0.616         195        93         -0.661
   196        38         -0.682         197       152         -0.722         198       135         -0.733
   199        11         -0.808         200         3         -0.898

 Results for Y (referred to as plausible label B_Y)

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1        24          0.820           2        45          0.814           3        92          0.792
     4       155          0.771           5        49          0.768           6        29          0.739
     7       109          0.722           8        68          0.705           9       128          0.640
    10       107          0.638          11        19          0.604          12        48          0.593
    13        86          0.584          14       194          0.574          15       134          0.561
    16        25          0.557          17        52          0.549          18        32          0.545
    19        51          0.542          20       171          0.536          21       125          0.515
    22        71          0.507          23       172          0.493          24        69          0.480
    25       169          0.458          26        73          0.458          27        27          0.456
    28        44          0.450          29        87          0.446          30       112          0.442
    31        84          0.439          32       162          0.410          33        99          0.409
    34       199          0.399          35        37          0.396          36       121          0.392
    37        91          0.377          38        26          0.358          39       148          0.353
    40       140          0.350          41       100          0.337          42        20          0.334
    43       193          0.328          44         5          0.325          45       101          0.318
    46         9          0.312          47       180          0.294          48       136          0.283
    49        34          0.270          50       147          0.261          51        76          0.256
    52        56          0.253          53        41          0.245          54       185          0.242
    55       133          0.235          56       184          0.227          57       160          0.222
    58        14          0.218          59        64          0.217          60        67          0.204
    61       153          0.195          62       166          0.185          63       173          0.181
    64        15          0.175          65       186          0.175          66       142          0.162
    67        39          0.159          68        77          0.157          69       145          0.152
    70       149          0.151          71       191          0.142          72        63          0.139
    73       181          0.137          74         2          0.134          75        61          0.129
    76        75          0.126          77       189          0.111          78       164          0.107
    79        13          0.098          80        54          0.097          81       163          0.091
    82        50          0.072          83       137          0.069          84       150          0.068
    85       141          0.066          86       110          0.064          87       105          0.060
    88        60          0.046          89        55          0.042          90       122          0.039
    91        21          0.027          92       127          0.025          93        74          0.013
    94       197          0.004          95        18         -0.005          96       159         -0.009
    97        78         -0.019          98        31         -0.020          99       108         -0.031
   100       111         -0.033         101        36         -0.041         102        89         -0.048
   103        28         -0.049         104       182         -0.057         105       183         -0.060
   106       178         -0.065         107        88         -0.066         108       190         -0.066
   109        10         -0.071         110        30         -0.078         111       118         -0.087
   112       139         -0.088         113       126         -0.099         114        85         -0.107
   115        94         -0.107         116       119         -0.107         117        42         -0.113
   118       143         -0.124         119       115         -0.134         120        79         -0.134
   121        82         -0.135         122         6         -0.142         123       179         -0.152
   124        81         -0.156         125        90         -0.156         126        17         -0.158
   127       113         -0.170         128       146         -0.193         129         4         -0.199
   130       116         -0.206         131       198         -0.206         132        59         -0.221
   133        66         -0.225         134       102         -0.230         135       158         -0.235
   136       167         -0.254         137        22         -0.259         138        43         -0.263
   139       114         -0.284         140       103         -0.291         141       196         -0.305
   142       124         -0.306         143        53         -0.308         144       106         -0.313
   145        72         -0.314         146       156         -0.318         147        95         -0.319
   148       117         -0.323         149       192         -0.325         150       129         -0.339
   151        58         -0.341         152       170         -0.349         153       132         -0.356
   154       187         -0.358         155         7         -0.359         156       154         -0.362
   157        70         -0.370         158       174         -0.375         159        80         -0.383
   160       195         -0.410         161        35         -0.413         162       161         -0.426
   163        46         -0.427         164        93         -0.428         165       104         -0.448
   166       123         -0.461         167        96         -0.492         168       130         -0.494
   169       138         -0.511         170        97         -0.518         171       176         -0.539
   172       152         -0.547         173       168         -0.550         174        83         -0.550
   175       144         -0.556         176        47         -0.560         177        16         -0.565
   178        38         -0.576         179        23         -0.578         180       157         -0.580
   181        33         -0.595         182        62         -0.607         183       120         -0.609
   184       188         -0.616         185        40         -0.620         186        11         -0.659
   187        57         -0.686         188        12         -0.693         189        65         -0.742
   190         1         -0.757         191       177         -0.762         192         8         -0.763
   193       165         -0.792         194       200         -0.798         195       175         -0.827
   196       151         -0.833         197        98         -0.908         198         3         -0.929
   199       131         -1.015         200       135         -1.101


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           NU
              Y             Y&1
              ________      ________
                    0             0


           LAMBDA
              Y             Y&1
              ________      ________
 Y                  0             0
 Y&1                0             0


           THETA
              Y             Y&1
              ________      ________
 Y                  0
 Y&1                0             0


           ALPHA
              Y             Y&1
              ________      ________
                    0             0


           BETA
              Y             Y&1
              ________      ________
 Y                  0             0
 Y&1                0             0


           PSI
              Y             Y&1
              ________      ________
 Y                  0
 Y&1                0             0


     PARAMETER SPECIFICATION FOR BETWEEN


           NU
              Z             Y             W
              ________      ________      ________
                    0             0             0


           LAMBDA
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
 Z                  0             0             0             0             0
 Y                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              Z             Y             W
              ________      ________      ________
 Z                  0
 Y                  0             0
 W                  0             0             0


           ALPHA
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
                    1             2             3             4             0


           BETA
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
 S                  0             0             0             0             5
 LOGV               0             0             0             0             6
 Z                  7             8             0             9             0
 Y                  0             0             0             0            10
 W                  0             0             0             0             0


           PSI
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
 S                 11
 LOGV              12            13
 Z                  0             0            14
 Y                 15            16             0            17
 W                  0             0             0             0             0


     STARTING VALUES FOR WITHIN


           NU
              Y             Y&1
              ________      ________
                0.000         0.000


           LAMBDA
              Y             Y&1
              ________      ________
 Y              1.000         0.000
 Y&1            0.000         1.000


           THETA
              Y             Y&1
              ________      ________
 Y              0.000
 Y&1            0.000         0.000


           ALPHA
              Y             Y&1
              ________      ________
                0.000         0.000


           BETA
              Y             Y&1
              ________      ________
 Y              0.000         0.000
 Y&1            0.000         0.000


           PSI
              Y             Y&1
              ________      ________
 Y              0.000
 Y&1            0.000         0.697


     STARTING VALUES FOR BETWEEN


           NU
              Z             Y             W
              ________      ________      ________
                0.000         0.000         0.000


           LAMBDA
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
 Z              0.000         0.000         1.000         0.000         0.000
 Y              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              Z             Y             W
              ________      ________      ________
 Z              0.000
 Y              0.000         0.000
 W              0.000         0.000         0.000


           ALPHA
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.179        -0.040         0.000


           BETA
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
 S              0.000         0.000         0.000         0.000         0.000
 LOGV           0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000
 Y              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              S             LOGV          Z             Y             W
              ________      ________      ________      ________      ________
 S              1.000
 LOGV           0.000         1.000
 Z              0.000         0.000         0.094
 Y              0.000         0.000         0.000         0.698
 W              0.000         0.000         0.000         0.000         0.547



     PRIORS FOR ALL PARAMETERS            PRIOR MEAN      PRIOR VARIANCE     PRIOR STD. DEV.

     Parameter 1~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 2~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 3~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 4~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 5~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 6~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 7~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 8~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 9~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 10~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 11~IW(0.000,-4)             infinity            infinity            infinity
     Parameter 12~IW(0.000,-4)             infinity            infinity            infinity
     Parameter 13~IW(0.000,-4)             infinity            infinity            infinity
     Parameter 14~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 15~IW(0.000,-4)             infinity            infinity            infinity
     Parameter 16~IW(0.000,-4)             infinity            infinity            infinity
     Parameter 17~IW(0.000,-4)             infinity            infinity            infinity


TECHNICAL 8 OUTPUT



     Kolmogorov-Smirnov comparing posterior distributions across chains 1 and 2 using 100 draws.





     Parameter   KS Statistic P-value
     Parameter 7    0.1900    0.0470
     Parameter 8    0.1600    0.1400
     Parameter 3    0.1400    0.2606
     Parameter 9    0.0800    0.8938
     Parameter 17    0.0400    1.0000
     Parameter 2    0.0300    1.0000
     Parameter 10    0.0300    1.0000
     Parameter 13    0.0300    1.0000
     Parameter 4    0.0200    1.0000
     Parameter 1    0.0100    1.0000
     Parameter 14    0.0000    1.0000
     Parameter 11    0.0000    1.0000
     Parameter 16    0.0000    1.0000
     Parameter 6    0.0000    1.0000
     Parameter 12    0.0000    1.0000
     Parameter 15    0.0000    1.0000
     Parameter 5    0.0000    1.0000



     Simulated prior distributions

     Parameter       Prior Mean  Prior Variance  Prior Std. Dev.


     Parameter 1 Improper Prior
     Parameter 2 Improper Prior
     Parameter 3 Improper Prior
     Parameter 4 Improper Prior
     Parameter 5 Improper Prior
     Parameter 6 Improper Prior
     Parameter 7 Improper Prior
     Parameter 8 Improper Prior
     Parameter 9 Improper Prior
     Parameter 10 Improper Prior
     Parameter 11 Improper Prior
     Parameter 12 Improper Prior
     Parameter 13 Improper Prior
     Parameter 14 Improper Prior
     Parameter 15 Improper Prior
     Parameter 16 Improper Prior
     Parameter 17 Improper Prior


   TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION

     CHAIN    BSEED
     1        0
     2        285380

                     POTENTIAL       PARAMETER WITH
     ITERATION    SCALE REDUCTION      HIGHEST PSR
     100              1.527               2
     200              1.500               6
     300              1.281               9
     400              1.540               9
     500              1.537               9
     600              1.184               9
     700              1.091               16
     800              1.065               6
     900              1.086               8
     1000             1.059               8
     1100             1.057               6
     1200             1.080               2
     1300             1.176               2
     1400             1.217               2
     1500             1.070               2
     1600             1.022               8
     1700             1.022               5
     1800             1.019               6
     1900             1.039               2
     2000             1.060               2


SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)


     SAMPLE STATISTICS


           Means
              S             LOGV          B_Y
              ________      ________      ________
                0.275        -0.058        -0.039


           Covariances
              S             LOGV          B_Y
              ________      ________      ________
 S              0.032
 LOGV           0.041         0.112
 B_Y            0.055         0.101         0.196


           Correlations
              S             LOGV          B_Y
              ________      ________      ________
 S              1.000
 LOGV           0.683         1.000
 B_Y            0.691         0.680         1.000


SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)


     SAMPLE STATISTICS


           Means
              S_SD          LOGV_SD       B_Y_SD
              ________      ________      ________
                0.092         0.048         0.144


           Covariances
              S_SD          LOGV_SD       B_Y_SD
              ________      ________      ________
 S_SD           0.000
 LOGV_SD        0.000         0.000
 B_Y_SD         0.000         0.000         0.001


           Correlations
              S_SD          LOGV_SD       B_Y_SD
              ________      ________      ________
 S_SD           1.000
 LOGV_SD        0.174         1.000
 B_Y_SD        -0.234        -0.003         1.000


PLOT INFORMATION

The following plots are available:

  Histograms (sample values, estimated factor scores)
  Scatterplots (sample values, estimated factor scores)
  Between-level histograms (sample values, sample/estimated means/variances, estimated factor scores)
  Between-level scatterplots (sample values, sample/estimated means/variances, estimated factor scores)
  Time series plots (sample values, ACF, PACF, estimated factor scores)
  Bayesian posterior parameter distributions
  Bayesian posterior parameter trace plots
  Bayesian autocorrelation plots
  Latent variable distribution plots

     Beginning Time:  05:03:50
        Ending Time:  05:05:06
       Elapsed Time:  00:01:16



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