TITLE:    latent profile logit;
DATA:     FILE IS LPA.dat;
VARIABLE: NAMES ARE c agg pop acad amer drop;
          CLASSES = Class(5);
          CATEGORICAL = drop;
		  USEVARIABLES agg pop acad amer drop;
ANALYSIS: TYPE = MIXTURE;
          ESTIMATOR=ML;
          ALGORITHM=EMA;
          STARTS 100  10;
          STITERATIONS = 10;

MODEL: 

%OVERALL%
[Class#1*1.358];
[Class#2*2.332];
[Class#3*.206];
[Class#4*.656];
agg pop acad amer;

%Class#1%
[agg*-.55 pop*.84 acad*.92 amer*.75];
[drop$1*3.831];
 
%Class#2%
[agg*-.1 pop*-.1 acad*-.1 amer*-.1];
[drop$1*1.957];

%Class#3%
[agg*.8 pop*-2.3 acad*-.15 amer*-2.2];
[drop$1*1.472];

%Class#4%
[agg*1.06 pop*-.1 acad*-.4 amer*-.3];
[drop$1*.486];

%Class#5%
[agg*1.19 pop*-.03 acad*-1.2 amer*-.43];
[drop$1*-1.433];

OUTPUT:  STANDARDIZED RES SAMPSTAT TECH1;

PLOT: Type is PLOT2;
      SERIES = agg(1) pop(2) acad(3) amer(4);