Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   5:05 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) and AR(2) slope, and random residual variance
  DATA:	FILE = ex9.30.dat;
  VARIABLE:	NAMES = z y w time subject;
  	BETWEEN = z w;
  	CLUSTER = subject;
  	LAGGED = y(2);
  	TINTERVAL = time (1);
  ANALYSIS:	TYPE = TWOLEVEL RANDOM;
  	ESTIMATOR = BAYES;
  	PROCESSORS = 2;
  	BITERATIONS = (2000);
  MODEL:	%WITHIN%
  	s1 | y ON y&1;
  	s2 | y ON y&2;
  	logv | y;
  	%BETWEEN%
  	y ON w;
  	s1-s2 ON w;
  	logv ON w;
  	y s1 s2 logv WITH y s1 s2 logv;
  	z ON y s1 s2 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) and AR(2) 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                                  3
Number of continuous latent variables                            3

Observed dependent variables

  Continuous
   Z           Y

Observed independent variables
   W           Y&1         Y&2

Continuous latent variables
   S1          S2          LOGV

Variables with special functions

  Cluster variable      SUBJECT

  Within variables
   Y&1         Y&2

  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             8


     MISSING DATA PATTERNS (x = not missing)

           1  2  3  4  5  6  7  8
 Z         x  x  x  x  x  x  x  x
 Y         x  x     x  x
 Y&1       x     x     x  x
 Y&2       x        x     x  x
 W         x  x  x  x  x  x  x  x


     MISSING DATA PATTERN FREQUENCIES

    Pattern   Frequency     Pattern   Frequency     Pattern   Frequency
          1        2417           4        2427           7        2446
          2        2646           5        2504           8        2355
          3        2463           6        2410


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                              24

Information Criteria

          Deviance (DIC)                        64897.041
          Estimated Number of Parameters (pD)    9922.977



MODEL RESULTS

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

Within Level

Between Level

 S1         ON
    W                  0.116       0.015      0.000       0.086       0.146      *

 S2         ON
    W                  0.023       0.013      0.035      -0.002       0.047

 LOGV       ON
    W                  0.306       0.012      0.000       0.285       0.333      *

 Z          ON
    S1                 0.293       0.641      0.304      -0.949       1.777
    S2                -2.757       1.803      0.006      -7.555      -0.386      *
    LOGV               0.806       0.429      0.000       0.306       1.924      *

 Y          ON
    W                  0.290       0.025      0.000       0.241       0.341      *

 Z          ON
    Y                  0.327       0.257      0.150      -0.395       0.603

 Y        WITH
    S1                 0.018       0.006      0.005       0.005       0.030      *
    S2                -0.005       0.006      0.167      -0.018       0.005
    LOGV               0.006       0.006      0.167      -0.006       0.018

 S1       WITH
    S2                -0.004       0.003      0.065      -0.010       0.001
    LOGV              -0.001       0.003      0.283      -0.008       0.003

 S2       WITH
    LOGV               0.003       0.002      0.034       0.000       0.006

 Intercepts
    Z                  0.138       0.202      0.203      -0.295       0.528
    Y                 -0.018       0.027      0.259      -0.071       0.036
    S1                 0.295       0.016      0.000       0.262       0.325      *
    S2                 0.002       0.014      0.440      -0.030       0.024
    LOGV              -0.018       0.016      0.130      -0.047       0.011

 Residual Variances
    Z                  0.033       0.010      0.000       0.017       0.054      *
    Y                  0.107       0.014      0.000       0.083       0.139      *
    S1                 0.016       0.005      0.000       0.007       0.027      *
    S2                 0.004       0.002      0.000       0.001       0.009      *
    LOGV               0.006       0.004      0.000       0.002       0.017      *



 BETWEEN-LEVEL FACTOR SCORE COMPARISONS

 Results for Factor S1

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1        24          0.690           2        29          0.620           3        48          0.620
     4        51          0.592           5        69          0.583           6        71          0.577
     7        68          0.562           8       128          0.557           9       172          0.547
    10       112          0.540          11        25          0.528          12       127          0.524
    13       193          0.524          14       121          0.522          15       189          0.519
    16        49          0.506          17       159          0.500          18        94          0.493
    19       160          0.491          20       180          0.490          21       155          0.490
    22       147          0.480          23        52          0.479          24        44          0.477
    25         2          0.475          26        45          0.472          27        37          0.470
    28        15          0.463          29       107          0.460          30        92          0.457
    31        76          0.457          32       150          0.452          33       190          0.449
    34        78          0.449          35       148          0.447          36       199          0.447
    37       164          0.443          38        63          0.441          39        99          0.439
    40        73          0.439          41        20          0.435          42        41          0.432
    43       194          0.426          44         9          0.425          45       108          0.422
    46         5          0.419          47       142          0.414          48        50          0.412
    49       125          0.409          50       136          0.408          51        27          0.406
    52       191          0.404          53       182          0.403          54       162          0.399
    55        17          0.399          56        14          0.394          57        95          0.394
    58       109          0.393          59        19          0.390          60       101          0.380
    61       110          0.379          62       169          0.378          63       184          0.376
    64        26          0.372          65       145          0.372          66        36          0.371
    67        10          0.370          68       166          0.369          69       173          0.362
    70        90          0.357          71        32          0.357          72        74          0.357
    73        84          0.354          74        64          0.353          75       186          0.352
    76       197          0.351          77        89          0.350          78        87          0.349
    79       183          0.347          80        97          0.346          81       141          0.345
    82        81          0.337          83       167          0.336          84       185          0.335
    85        77          0.333          86        86          0.329          87         6          0.328
    88       153          0.328          89        61          0.326          90        79          0.326
    91       105          0.324          92        34          0.321          93        85          0.320
    94        91          0.319          95       122          0.314          96        56          0.305
    97       171          0.302          98        21          0.302          99       178          0.301
   100       133          0.300         101        35          0.300         102       139          0.298
   103        66          0.297         104       113          0.293         105       181          0.284
   106       187          0.278         107       118          0.276         108       111          0.274
   109        42          0.268         110       140          0.268         111        55          0.265
   112       146          0.265         113       163          0.264         114       104          0.262
   115       134          0.259         116       116          0.257         117       149          0.255
   118        67          0.254         119       100          0.250         120       192          0.249
   121        60          0.247         122        62          0.235         123        28          0.230
   124        43          0.225         125       151          0.224         126       143          0.217
   127       103          0.217         128        72          0.215         129         4          0.215
   130       157          0.214         131        75          0.212         132       115          0.211
   133        39          0.211         134       106          0.209         135       123          0.207
   136        82          0.207         137        53          0.203         138       196          0.200
   139       129          0.200         140       170          0.200         141         1          0.199
   142       198          0.196         143       114          0.192         144       132          0.191
   145       130          0.189         146        83          0.182         147        13          0.181
   148       137          0.179         149       168          0.178         150       188          0.175
   151        22          0.172         152       138          0.168         153        31          0.166
   154       156          0.165         155        93          0.165         156        30          0.160
   157        57          0.156         158       195          0.154         159        70          0.151
   160        12          0.147         161        18          0.145         162        33          0.143
   163       124          0.143         164       176          0.143         165        16          0.139
   166       179          0.135         167        54          0.128         168       102          0.127
   169       161          0.125         170        96          0.125         171        88          0.124
   172        65          0.122         173       117          0.117         174       175          0.114
   175        98          0.113         176        58          0.108         177        80          0.106
   178       119          0.100         179        38          0.095         180        46          0.090
   181       120          0.086         182       135          0.080         183       200          0.079
   184       154          0.079         185       152          0.076         186         7          0.073
   187       174          0.073         188       126          0.069         189        40          0.060
   190        59          0.058         191        23          0.058         192        47          0.057
   193         8          0.048         194       177          0.036         195         3          0.035
   196       165          0.032         197       144          0.031         198       158          0.031
   199        11         -0.084         200       131         -0.118

 Results for Factor S2

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1       137          0.157           2       169          0.108           3        91          0.104
     4       126          0.102           5        68          0.092           6        49          0.092
     7        92          0.085           8       170          0.084           9        19          0.080
    10        61          0.076          11       163          0.068          12       140          0.068
    13       171          0.067          14         9          0.067          15       109          0.066
    16       121          0.061          17        89          0.059          18       100          0.059
    19       155          0.059          20        69          0.057          21       145          0.057
    22        84          0.051          23       194          0.050          24        26          0.049
    25       162          0.047          26       125          0.042          27        44          0.041
    28       156          0.039          29       134          0.039          30        64          0.036
    31       173          0.036          32       132          0.036          33        75          0.034
    34       111          0.033          35        31          0.033          36        18          0.032
    37        21          0.031          38        37          0.031          39        90          0.031
    40        32          0.031          41       101          0.030          42         7          0.028
    43       112          0.028          44        86          0.027          45       183          0.025
    46        71          0.024          47       180          0.022          48       149          0.021
    49       105          0.021          50        67          0.020          51        29          0.019
    52       197          0.018          53        74          0.018          54        24          0.016
    55        79          0.015          56       195          0.015          57       147          0.015
    58        70          0.014          59        76          0.014          60        25          0.014
    61        45          0.013          62        55          0.013          63       115          0.012
    64        20          0.012          65       110          0.012          66        56          0.011
    67       166          0.011          68        52          0.010          69       150          0.009
    70        36          0.009          71       158          0.009          72        60          0.007
    73        40          0.006          74       193          0.006          75        77          0.006
    76       191          0.006          77        50          0.004          78        51          0.002
    79        88          0.002          80       153          0.001          81       107          0.001
    82       117          0.000          83        15         -0.001          84       102         -0.002
    85        82         -0.002          86        22         -0.003          87       160         -0.005
    88       184         -0.005          89       122         -0.005          90        30         -0.006
    91        39         -0.008          92        16         -0.008          93       186         -0.009
    94       120         -0.011          95       199         -0.011          96        41         -0.011
    97        43         -0.012          98       189         -0.012          99        53         -0.013
   100        58         -0.013         101        99         -0.013         102         5         -0.013
   103        13         -0.014         104       123         -0.015         105       165         -0.016
   106        80         -0.016         107       154         -0.016         108       116         -0.016
   109       131         -0.016         110        34         -0.017         111        46         -0.017
   112       185         -0.018         113       177         -0.019         114       119         -0.019
   115        73         -0.019         116       129         -0.021         117        57         -0.021
   118       141         -0.021         119        59         -0.022         120        10         -0.022
   121       136         -0.022         122        62         -0.023         123       176         -0.024
   124       103         -0.024         125       198         -0.025         126        66         -0.026
   127       179         -0.026         128       174         -0.027         129       192         -0.028
   130       182         -0.028         131       172         -0.028         132        78         -0.031
   133       143         -0.031         134       157         -0.031         135        96         -0.031
   136        48         -0.032         137        17         -0.032         138         1         -0.033
   139         6         -0.033         140         8         -0.034         141        54         -0.035
   142       127         -0.036         143       142         -0.037         144       133         -0.037
   145       190         -0.038         146       159         -0.039         147        14         -0.042
   148        33         -0.045         149        27         -0.048         150        87         -0.048
   151        65         -0.050         152        94         -0.051         153       181         -0.051
   154       146         -0.051         155       152         -0.051         156       164         -0.051
   157         4         -0.052         158       108         -0.052         159       138         -0.054
   160       144         -0.054         161       104         -0.055         162       114         -0.055
   163       200         -0.056         164        28         -0.056         165        95         -0.059
   166       113         -0.060         167       148         -0.060         168        81         -0.060
   169        11         -0.061         170        85         -0.067         171       187         -0.068
   172        12         -0.068         173       128         -0.069         174        42         -0.070
   175       106         -0.070         176       151         -0.070         177        93         -0.070
   178       124         -0.071         179        47         -0.071         180       168         -0.071
   181       175         -0.071         182        23         -0.073         183       178         -0.074
   184       196         -0.075         185        72         -0.076         186        38         -0.078
   187        63         -0.084         188       161         -0.085         189       139         -0.086
   190        97         -0.090         191       118         -0.096         192        83         -0.097
   193        98         -0.100         194         2         -0.106         195       167         -0.106
   196       188         -0.109         197       130         -0.113         198        35         -0.127
   199         3         -0.134         200       135         -0.138

 Results for Factor LOGV

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1        24          0.780           2        68          0.695           3        71          0.685
     4        25          0.602           5        29          0.599           6       169          0.557
     7        49          0.551           8        61          0.516           9       150          0.495
    10       173          0.492          11        19          0.483          12        92          0.478
    13       109          0.460          14         9          0.459          15       121          0.453
    16        69          0.434          17        51          0.395          18       112          0.390
    19        52          0.380          20        50          0.376          21        37          0.372
    22        91          0.371          23        45          0.357          24       194          0.353
    25        99          0.343          26        84          0.333          27        41          0.321
    28       162          0.304          29       110          0.304          30       101          0.301
    31       197          0.298          32       191          0.298          33       170          0.294
    34        89          0.292          35       163          0.290          36       125          0.284
    37        78          0.272          38       189          0.258          39        20          0.254
    40        32          0.245          41       100          0.245          42       160          0.241
    43       137          0.241          44       193          0.240          45       172          0.229
    46       155          0.229          47       171          0.225          48       180          0.220
    49       147          0.209          50       105          0.206          51        64          0.202
    52       108          0.194          53       140          0.184          54       145          0.184
    55       166          0.180          56        36          0.180          57        14          0.178
    58        48          0.177          59        76          0.165          60        26          0.159
    61       153          0.154          62        77          0.152          63       148          0.149
    64        79          0.141          65       107          0.136          66        17          0.134
    67       164          0.133          68        21          0.121          69       111          0.111
    70        70          0.110          71       183          0.109          72       127          0.099
    73        86          0.095          74        73          0.090          75        90          0.086
    76        74          0.084          77        15          0.083          78       182          0.073
    79       132          0.071          80       136          0.066          81        34          0.065
    82       122          0.063          83       159          0.056          84        63          0.046
    85       186          0.036          86        44          0.029          87        10          0.028
    88       190          0.028          89        81          0.027          90       199          0.026
    91       128          0.017          92       149          0.009          93         1          0.007
    94        27         -0.007          95        95         -0.008          96       134         -0.009
    97         5         -0.021          98       141         -0.030          99        56         -0.031
   100        67         -0.044         101       195         -0.046         102       187         -0.046
   103       126         -0.046         104       123         -0.048         105        60         -0.052
   106       192         -0.062         107        55         -0.066         108        66         -0.068
   109        94         -0.073         110       156         -0.080         111        87         -0.085
   112       184         -0.090         113         2         -0.096         114       116         -0.102
   115       185         -0.115         116       103         -0.116         117         6         -0.126
   118        53         -0.131         119        18         -0.132         120        31         -0.132
   121        85         -0.145         122       143         -0.146         123       157         -0.156
   124       142         -0.159         125       115         -0.163         126         7         -0.169
   127       167         -0.175         128       129         -0.183         129        43         -0.184
   130        97         -0.189         131       151         -0.197         132        30         -0.201
   133        16         -0.202         134        62         -0.206         135       179         -0.206
   136       181         -0.216         137       114         -0.229         138        22         -0.236
   139        82         -0.242         140        75         -0.253         141       176         -0.255
   142        35         -0.256         143        65         -0.260         144        88         -0.263
   145       146         -0.264         146       133         -0.265         147        46         -0.269
   148        80         -0.272         149        13         -0.276         150       168         -0.280
   151       120         -0.282         152       104         -0.294         153        72         -0.294
   154       117         -0.297         155        58         -0.303         156        96         -0.304
   157        39         -0.306         158       178         -0.309         159         4         -0.309
   160        57         -0.332         161       102         -0.336         162        40         -0.342
   163       196         -0.343         164        42         -0.358         165       139         -0.358
   166       119         -0.359         167       154         -0.362         168       198         -0.373
   169        28         -0.375         170       118         -0.378         171        12         -0.380
   172       138         -0.381         173        33         -0.382         174       175         -0.386
   175       177         -0.393         176         8         -0.395         177       200         -0.400
   178       113         -0.402         179       188         -0.408         180       106         -0.427
   181       165         -0.443         182       174         -0.456         183        47         -0.466
   184       124         -0.487         185       161         -0.490         186        54         -0.490
   187       158         -0.492         188       130         -0.533         189       131         -0.535
   190        59         -0.536         191        83         -0.546         192        23         -0.558
   193       144         -0.568         194        93         -0.571         195        98         -0.621
   196        38         -0.641         197       152         -0.651         198        11         -0.715
   199       135         -0.750         200         3         -0.874

 Results for Y (referred to as plausible label B_Y)

 Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score     Ranking  Cluster    Factor Score
     1        49          0.857           2       155          0.836           3        92          0.766
     4        45          0.759           5        68          0.717           6       109          0.691
     7       107          0.648           8        19          0.616           9        24          0.604
    10       134          0.604          11       169          0.591          12        29          0.583
    13       128          0.543          14        86          0.543          15        44          0.527
    16       171          0.521          17        25          0.520          18       194          0.517
    19       112          0.511          20        91          0.488          21       121          0.482
    22        52          0.481          23        48          0.467          24        71          0.457
    25        27          0.426          26        32          0.426          27       125          0.426
    28       137          0.419          29        84          0.418          30       140          0.406
    31        51          0.404          32        69          0.394          33       172          0.381
    34       162          0.377          35        20          0.376          36        73          0.374
    37       199          0.371          38       180          0.362          39       160          0.358
    40        99          0.352          41       136          0.345          42        26          0.332
    43       133          0.310          44        67          0.309          45        37          0.305
    46        34          0.285          47       100          0.285          48        87          0.284
    49       101          0.281          50         9          0.277          51        64          0.277
    52       184          0.271          53         5          0.257          54       193          0.250
    55        56          0.235          56        76          0.233          57       149          0.225
    58       186          0.207          59       147          0.195          60        15          0.191
    61        39          0.184          62       153          0.183          63       148          0.183
    64       142          0.180          65       173          0.175          66        75          0.168
    67       166          0.166          68       163          0.164          69       191          0.163
    70        41          0.162          71        77          0.153          72       185          0.142
    73       145          0.123          74        89          0.115          75       189          0.113
    76        61          0.106          77       181          0.103          78        74          0.102
    79        13          0.101          80       122          0.084          81        54          0.080
    82       127          0.080          83       150          0.079          84       183          0.076
    85       197          0.063          86       141          0.050          87       111          0.047
    88        21          0.039          89        60          0.034          90        18          0.032
    91       105          0.024          92        55          0.008          93        78          0.008
    94        14          0.004          95        31          0.001          96         2         -0.002
    97        63         -0.002          98        36         -0.008          99       178         -0.018
   100         6         -0.018         101       159         -0.022         102       110         -0.032
   103        88         -0.033         104       126         -0.038         105        30         -0.051
   106       164         -0.059         107        50         -0.060         108        28         -0.064
   109       119         -0.068         110        79         -0.074         111        10         -0.075
   112       190         -0.076         113        82         -0.080         114       115         -0.084
   115       182         -0.113         116       118         -0.115         117        94         -0.118
   118       116         -0.123         119       139         -0.124         120       108         -0.137
   121        42         -0.150         122       143         -0.162         123        85         -0.179
   124       113         -0.180         125       179         -0.184         126        90         -0.192
   127       102         -0.213         128       198         -0.215         129        22         -0.216
   130        66         -0.217         131       146         -0.219         132        81         -0.234
   133        43         -0.254         134       156         -0.263         135        95         -0.264
   136        59         -0.271         137       124         -0.273         138       195         -0.274
   139       158         -0.284         140       167         -0.295         141       106         -0.297
   142         4         -0.297         143        17         -0.298         144       103         -0.308
   145       192         -0.309         146       196         -0.314         147       129         -0.317
   148         7         -0.319         149        58         -0.332         150        80         -0.334
   151       117         -0.335         152       132         -0.341         153        70         -0.350
   154       187         -0.350         155        53         -0.352         156       170         -0.372
   157       174         -0.373         158       154         -0.386         159        72         -0.389
   160        96         -0.390         161       138         -0.396         162       114         -0.401
   163        46         -0.421         164       161         -0.431         165       104         -0.432
   166        93         -0.436         167       123         -0.453         168        35         -0.472
   169       157         -0.506         170        62         -0.514         171       176         -0.530
   172        97         -0.540         173       152         -0.561         174       168         -0.566
   175       130         -0.567         176        16         -0.577         177       144         -0.579
   178        33         -0.587         179        47         -0.597         180        38         -0.612
   181        40         -0.629         182        23         -0.633         183       120         -0.633
   184        83         -0.661         185        11         -0.666         186        57         -0.668
   187       188         -0.676         188         1         -0.705         189         8         -0.716
   190       200         -0.718         191        65         -0.739         192       165         -0.749
   193       175         -0.761         194        12         -0.784         195       177         -0.804
   196        98         -0.893         197       151         -0.921         198         3         -0.939
   199       131         -0.999         200       135         -1.138


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           NU
              Y             Y&1           Y&2
              ________      ________      ________
                    0             0             0


           LAMBDA
              Y             Y&1           Y&2
              ________      ________      ________
 Y                  0             0             0
 Y&1                0             0             0
 Y&2                0             0             0


           THETA
              Y             Y&1           Y&2
              ________      ________      ________
 Y                  0
 Y&1                0             0
 Y&2                0             0             0


           ALPHA
              Y             Y&1           Y&2
              ________      ________      ________
                    0             0             0


           BETA
              Y             Y&1           Y&2
              ________      ________      ________
 Y                  0             0             0
 Y&1                0             0             0
 Y&2                0             0             0


           PSI
              Y             Y&1           Y&2
              ________      ________      ________
 Y                  0
 Y&1                0             0
 Y&2                0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN


           NU
              Z             Y             W
              ________      ________      ________
                    0             0             0


           LAMBDA
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
 Z                  0             0             0             0             0
 Y                  0             0             0             0             0
 W                  0             0             0             0             0


           LAMBDA
              W
              ________
 Z                  0
 Y                  0
 W                  0


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


           ALPHA
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
                    1             2             3             4             5


           ALPHA
              W
              ________
                    0


           BETA
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
 S1                 0             0             0             0             0
 S2                 0             0             0             0             0
 LOGV               0             0             0             0             0
 Z                  9            10            11             0            12
 Y                  0             0             0             0             0
 W                  0             0             0             0             0


           BETA
              W
              ________
 S1                 6
 S2                 7
 LOGV               8
 Z                  0
 Y                 13
 W                  0


           PSI
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
 S1                14
 S2                15            16
 LOGV              17            18            19
 Z                  0             0             0            20
 Y                 21            22            23             0            24
 W                  0             0             0             0             0


           PSI
              W
              ________
 W                  0


     STARTING VALUES FOR WITHIN


           NU
              Y             Y&1           Y&2
              ________      ________      ________
                0.000         0.000         0.000


           LAMBDA
              Y             Y&1           Y&2
              ________      ________      ________
 Y              1.000         0.000         0.000
 Y&1            0.000         1.000         0.000
 Y&2            0.000         0.000         1.000


           THETA
              Y             Y&1           Y&2
              ________      ________      ________
 Y              0.000
 Y&1            0.000         0.000
 Y&2            0.000         0.000         0.000


           ALPHA
              Y             Y&1           Y&2
              ________      ________      ________
                0.000         0.000         0.000


           BETA
              Y             Y&1           Y&2
              ________      ________      ________
 Y              0.000         0.000         0.000
 Y&1            0.000         0.000         0.000
 Y&2            0.000         0.000         0.000


           PSI
              Y             Y&1           Y&2
              ________      ________      ________
 Y              0.000
 Y&1            0.000         0.697
 Y&2            0.000         0.000         0.694


     STARTING VALUES FOR BETWEEN


           NU
              Z             Y             W
              ________      ________      ________
                0.000         0.000         0.000


           LAMBDA
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
 Z              0.000         0.000         0.000         1.000         0.000
 Y              0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W
              ________
 Z              0.000
 Y              0.000
 W              1.000


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


           ALPHA
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.179        -0.040


           ALPHA
              W
              ________
                0.000


           BETA
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
 S1             0.000         0.000         0.000         0.000         0.000
 S2             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


           BETA
              W
              ________
 S1             0.000
 S2             0.000
 LOGV           0.000
 Z              0.000
 Y              0.000
 W              0.000


           PSI
              S1            S2            LOGV          Z             Y
              ________      ________      ________      ________      ________
 S1             1.000
 S2             0.000         1.000
 LOGV           0.000         0.000         1.000
 Z              0.000         0.000         0.000         0.094
 Y              0.000         0.000         0.000         0.000         0.698
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              W
              ________
 W              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~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 12~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 13~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 14~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 15~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 16~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 17~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 18~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 19~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 20~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 21~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 22~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 23~IW(0.000,-5)             infinity            infinity            infinity
     Parameter 24~IW(0.000,-5)             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 12    0.2600    0.0018
     Parameter 10    0.2100    0.0205
     Parameter 11    0.1300    0.3439
     Parameter 3    0.1200    0.4431
     Parameter 9    0.1100    0.5560
     Parameter 4    0.0900    0.7942
     Parameter 6    0.0400    1.0000
     Parameter 8    0.0300    1.0000
     Parameter 5    0.0300    1.0000
     Parameter 13    0.0200    1.0000
     Parameter 1    0.0100    1.0000
     Parameter 7    0.0100    1.0000
     Parameter 22    0.0000    1.0000
     Parameter 19    0.0000    1.0000
     Parameter 2    0.0000    1.0000
     Parameter 24    0.0000    1.0000
     Parameter 23    0.0000    1.0000
     Parameter 21    0.0000    1.0000
     Parameter 15    0.0000    1.0000
     Parameter 16    0.0000    1.0000
     Parameter 18    0.0000    1.0000
     Parameter 20    0.0000    1.0000
     Parameter 14    0.0000    1.0000
     Parameter 17    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
     Parameter 18 Improper Prior
     Parameter 19 Improper Prior
     Parameter 20 Improper Prior
     Parameter 21 Improper Prior
     Parameter 22 Improper Prior
     Parameter 23 Improper Prior
     Parameter 24 Improper Prior


   TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION

     CHAIN    BSEED
     1        0
     2        285380

                     POTENTIAL       PARAMETER WITH
     ITERATION    SCALE REDUCTION      HIGHEST PSR
     100              3.166               11
     200              1.606               7
     300              1.861               2
     400              1.528               2
     500              1.292               8
     600              1.190               2
     700              1.221               2
     800              1.360               10
     900              1.699               4
     1000             1.936               4
     1100             1.651               4
     1200             1.679               4
     1300             1.610               4
     1400             1.411               4
     1500             1.346               2
     1600             1.328               3
     1700             1.270               3
     1800             1.199               3
     1900             1.166               3
     2000             1.112               12
     2100             1.066               12


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


     SAMPLE STATISTICS


           Means
              S1            S2            LOGV          B_Y
              ________      ________      ________      ________
                0.292        -0.011        -0.036        -0.046


           Covariances
              S1            S2            LOGV          B_Y
              ________      ________      ________      ________
 S1             0.031
 S2             0.001         0.005
 LOGV           0.038         0.012         0.103
 B_Y            0.050         0.014         0.104         0.188


           Correlations
              S1            S2            LOGV          B_Y
              ________      ________      ________      ________
 S1             1.000
 S2             0.039         1.000
 LOGV           0.674         0.506         1.000
 B_Y            0.655         0.423         0.749         1.000


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


     SAMPLE STATISTICS


           Means
              S1_SD         S2_SD         LOGV_SD       B_Y_SD
              ________      ________      ________      ________
                0.088         0.054         0.029         0.135


           Covariances
              S1_SD         S2_SD         LOGV_SD       B_Y_SD
              ________      ________      ________      ________
 S1_SD          0.000
 S2_SD          0.000         0.000
 LOGV_SD        0.000         0.000         0.000
 B_Y_SD         0.000         0.000         0.000         0.001


           Correlations
              S1_SD         S2_SD         LOGV_SD       B_Y_SD
              ________      ________      ________      ________
 S1_SD          1.000
 S2_SD          0.303         1.000
 LOGV_SD        0.326         0.675         1.000
 B_Y_SD        -0.031         0.132         0.208         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:  05:05:06
        Ending Time:  05:06:54
       Elapsed Time:  00:01:48



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