TITLE:
  Example 7
Health Behavior in School Children
Confirmatory Factor Analysis with Ordinal-Categorical Data using MLR
1-Factor Graded Response IRT Model for Alcohol;

DATA:
  FILE IS "../../../data/hbsc-subset2/hbsc-subset2.dat";

VARIABLE:
  NAMES ARE
  stud_id schl_id Gender Age Grade body1r body2 body3r body4 body5r
  phyhlth1 phyhlth2 phyhlth3 phyhlth4 phyhlth5 phyhlth6 phyhlth7
  phyhlth8 Depress1 Depress2 Depress3 Depress4 Depress5 Depress6
  Bullied1 Bullied2 Bullied3 Bullied4 Bullied5 Bullied6 Bullied7
  Bullied8 Bullied9 Bullier1 Bullier2 Bullier3 Bullier4 Bullier5
  Bullier6 Bullier7 Bullier8 Bullier9 Alc1 Alc2 Alc3 Alc4 Alc5;

  USEVARIABLES ARE
  Alc1-Alc5;

  CATEGORICAL ARE
  Alc1-Alc5;

  USEOBSERVATIONS ARE (Grade == 6 OR Grade == 7);

  MISSING ARE all(-999);

ANALYSIS:
  ESTIMATOR = MLR;

MODEL:
  Alcohol BY Alc1* Alc2-Alc5;
  Alcohol@1;

OUTPUT:
  SAMPSTAT;
  TECH1;
  STANDARDIZED;

mplus cfa-alcohol-mlr-cat.inp

   Mplus VERSION 8.2 (Linux)
   MUTHEN & MUTHEN

   Running input file 'cfa-alcohol-mlr-cat.inp'...

   Dimensions of integration:                  1
   Total number of integration points:         15


ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGO  TIME  TOTAL TIME
   1 -0.93171065D+04    0.0000000    0.0000000  EM    0.00     0.0
   2 -0.86517462D+04  665.3602874    0.0714128  EM    0.00     0.0
   3 -0.83373546D+04  314.3916206    0.0363385  EM    0.01     0.0
   4 -0.82024630D+04  134.8915799    0.0161792  EM    0.00     0.0
   5 -0.81445875D+04   57.8755324    0.0070559  EM    0.00     0.0
   6 -0.81181892D+04   26.3983114    0.0032412  EM    0.00     0.0
   7 -0.81052686D+04   12.9206219    0.0015916  EM    0.00     0.0
   8 -0.80985374D+04    6.7312088    0.0008305  EM    0.01     0.0
   9 -0.80948172D+04    3.7201892    0.0004594  EM    0.00     0.0
  10 -0.80901057D+04    4.7114749    0.0005820  FS    0.00     0.0
  11 -0.80897936D+04    0.3120872    0.0000386  FS    0.00     0.0
  12 -0.80884471D+04    1.3465303    0.0001664  EM    0.01     0.1
  13 -0.80882437D+04    0.2033898    0.0000251  EM    0.00     0.1
  14 -0.80881215D+04    0.1222107    0.0000151  EM    0.00     0.1
  15 -0.80880374D+04    0.0840382    0.0000104  EM    0.00     0.1
  16 -0.80879777D+04    0.0597699    0.0000074  EM    0.00     0.1
  17 -0.80879342D+04    0.0435011    0.0000054  EM    0.00     0.1
  18 -0.80879021D+04    0.0321111    0.0000040  EM    0.00     0.1
  19 -0.80878782D+04    0.0238669    0.0000030  EM    0.00     0.1
  20 -0.80878604D+04    0.0177526    0.0000022  EM    0.00     0.1
  21 -0.80878473D+04    0.0131409    0.0000016  EM    0.00     0.1
  22 -0.80878377D+04    0.0096245    0.0000012  EM    0.00     0.1
  23 -0.80878307D+04    0.0069269    0.0000009  EM    0.00     0.1
  24 -0.80878259D+04    0.0048524    0.0000006  EM    0.00     0.1
  25 -0.80878226D+04    0.0032580    0.0000004  EM    0.00     0.1
  26 -0.80878206D+04    0.0020367    0.0000003  EM    0.00     0.1
  27 -0.80878195D+04    0.0011067    0.0000001  EM    0.00     0.1
  28 -0.80878191D+04    0.0004048    0.0000001  EM    0.00     0.1
   Parameters           5         3         4         1         2
   Derivatives   0.18D-03  0.18D-03  0.15D-03  0.13D-03  0.11D-03
   Beginning Time:  16:39:59
	  Ending Time:  16:39:59
	 Elapsed Time:  00:00:00

   Refer to 'cfa-alcohol-mlr-cat.out' for warning(s).