data='cancer.dat';

model:'1. Local Independence'  cluster 3 /
  toler=1e-008  tolem=0.01  tolran=1e-005  bayes=1  bayess2=1  bayeslat=1
  bayespoi=1
  iterem=250  iternr=50  itersv=50
  iterboot=500
  nseed=0  nseedboot=0
  nrand=10
  usemiss=No
  sewald=yes
 outsect=0x1d17
;
indicator Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
 SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
 SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
 BoneMethasatases;
attr Age continuous ;
attr WeightIndex continuous ;
attr PerformanceRating nominal ;
attr CardiovascularDiseaseHistory nominal ;
attr SystolicBloodPressure continuous ;
attr DiastolicBloodPressure continuous ;
attr ElectrocardiogramCode nominal ;
attr SerumHaemoglobin continuous ;
attr SizePrimaryTumor continuous ;
attr TumorStage continuous ;
attr SerumProstaticAcidPhosphatase continuous ;
attr BoneMethasatases nominal ;

end;
model:'2. Model 1 + y5-y6 covariance'  cluster 3 /
  toler=1e-008  tolem=0.01  tolran=1e-005  bayes=1  bayess2=1  bayeslat=1
  bayespoi=1
  iterem=250  iternr=50  itersv=50
  iterboot=500
  nseed=1732566  nseedboot=0
  nrand=0
  usemiss=No
  sewald=yes
 outsect=0x1d17
;
indicator Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
 SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
 SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
 BoneMethasatases;
resid SystolicBloodPressure:DiastolicBloodPressure;
attr Age continuous ;
attr WeightIndex continuous ;
attr PerformanceRating nominal ;
attr CardiovascularDiseaseHistory nominal ;
attr SystolicBloodPressure continuous ;
attr DiastolicBloodPressure continuous ;
attr ElectrocardiogramCode nominal ;
attr SerumHaemoglobin continuous ;
attr SizePrimaryTumor continuous ;
attr TumorStage continuous ;
attr SerumProstaticAcidPhosphatase continuous ;
attr BoneMethasatases nominal ;

end;
model:'3. Model 2 + y2-y8 covariance'  cluster 3 /
  toler=1e-008  tolem=0.01  tolran=1e-005  bayes=1  bayess2=1  bayeslat=1
  bayespoi=1
  iterem=250  iternr=50  itersv=50
  iterboot=500
  nseed=2414332  nseedboot=0
  nrand=0
  usemiss=No
  sewald=yes
 outsect=0x1d17
;
indicator Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
 SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
 SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
 BoneMethasatases;
resid WeightIndex:SerumHaemoglobin SystolicBloodPressure:DiastolicBloodPressure;
attr Age continuous ;
attr WeightIndex continuous ;
attr PerformanceRating nominal ;
attr CardiovascularDiseaseHistory nominal ;
attr SystolicBloodPressure continuous ;
attr DiastolicBloodPressure continuous ;
attr ElectrocardiogramCode nominal ;
attr SerumHaemoglobin continuous ;
attr SizePrimaryTumor continuous ;
attr TumorStage continuous ;
attr SerumProstaticAcidPhosphatase continuous ;
attr BoneMethasatases nominal ;

end;
model:'4. Model 3 + direct effect of y12 on y8'  cluster 3 /
  toler=1e-008  tolem=0.01  tolran=1e-005  bayes=1  bayess2=1  bayeslat=1
  bayespoi=1
  iterem=250  iternr=50  itersv=50
  iterboot=500
  nseed=488031  nseedboot=0
  nrand=0
  usemiss=No
  sewald=yes
 outsect=0x1d17
;
indicator Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
 SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
 SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
 BoneMethasatases;
covariate Covariate_BoneMethasatases;
factor 1 <- Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
   SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
   SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
   BoneMethasatases;
resid SystolicBloodPressure:DiastolicBloodPressure
 WeightIndex:SerumHaemoglobin SerumHaemoglobin:Covariate_BoneMethasatases;
attr Age continuous ;
attr WeightIndex continuous ;
attr PerformanceRating nominal ;
attr CardiovascularDiseaseHistory nominal ;
attr SystolicBloodPressure continuous ;
attr DiastolicBloodPressure continuous ;
attr ElectrocardiogramCode nominal ;
attr SerumHaemoglobin continuous ;
attr SizePrimaryTumor continuous ;
attr TumorStage continuous ;
attr SerumProstaticAcidPhosphatase continuous ;
attr BoneMethasatases nominal ;
attr Covariate_BoneMethasatases nominal ;

end;
model:'5. Model 4 + direct effect of y12 on y11'  cluster 3 /
  toler=1e-008  tolem=0.01  tolran=1e-005  bayes=1  bayess2=1  bayeslat=1
  bayespoi=1
  iterem=250  iternr=50  itersv=50
  iterboot=500
  nseed=1462605  nseedboot=0
  nrand=0
  usemiss=No
  sewald=yes
 outsect=0x1d17
;
indicator Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
 SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
 SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
 BoneMethasatases;
covariate Covariate_BoneMethasatases;
factor 1 <- Age WeightIndex PerformanceRating CardiovascularDiseaseHistory
   SystolicBloodPressure DiastolicBloodPressure ElectrocardiogramCode
   SerumHaemoglobin SizePrimaryTumor TumorStage SerumProstaticAcidPhosphatase
   BoneMethasatases;
resid SerumProstaticAcidPhosphatase:Covariate_BoneMethasatases
 SerumHaemoglobin:Covariate_BoneMethasatases SystolicBloodPressure:DiastolicBloodPressure
 WeightIndex:SerumHaemoglobin;
attr Age continuous ;
attr WeightIndex continuous ;
attr PerformanceRating nominal ;
attr CardiovascularDiseaseHistory nominal ;
attr SystolicBloodPressure continuous ;
attr DiastolicBloodPressure continuous ;
attr ElectrocardiogramCode nominal ;
attr SerumHaemoglobin continuous ;
attr SizePrimaryTumor continuous ;
attr TumorStage continuous ;
attr SerumProstaticAcidPhosphatase continuous ;
attr BoneMethasatases nominal ;
attr Covariate_BoneMethasatases nominal ;

end;