-basic_Init_Parameters = function(n,p,m,k){
- phiInit = array(0, dim=c(p,m,k))
-
- piInit = (1.0/k)*rep.int(1,k)
-
- rhoInit = array(0, dim=c(m,m,k))
-
- for(i in 1:k){
- rhoInit[,,i] = diag(m)
- }
-
- gamInit = 0.1*array(1, dim=c(n,k))
-
- R = sample(1:k,n, replace= TRUE)
-
- for(i in 1:n){
- gamInit[i,R[i]] = 0.9
- }
- gamInit = gamInit/sum(gamInit[1,])
-
-
- return(list(phiInit, rhoInit, piInit, gamInit))
+basic_Init_Parameters = function(n,p,m,k)
+{
+ phiInit = array(0, dim=c(p,m,k))
+
+ piInit = (1./k)*rep.int(1,k)
+
+ rhoInit = array(0, dim=c(m,m,k))
+ for(i in 1:k)
+ rhoInit[,,i] = diag(m)
+
+ gamInit = 0.1*array(1, dim=c(n,k))
+ R = sample(1:k,n, replace=TRUE)
+ for(i in 1:n)
+ gamInit[i,R[i]] = 0.9
+ gamInit = gamInit/sum(gamInit[1,])
+
+ return (list(phiInit, rhoInit, piInit, gamInit))
}