-EMGLLF = function(phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,lambda,X,Y,tau)
+EMGLLF_R = function(phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,lambda,X,Y,tau)
{
#matrix dimensions
n = dim(X)[1]
Gam = matrix(0, n,k)
EPS = 1E-15
- while(ite <= mini || (ite<= maxi && (dist>= tau || dist2 >= sqrt(tau))))
+ while(ite <= mini || (ite <= maxi && (dist >= tau || dist2 >= sqrt(tau))))
{
Phi = phi
Rho = rho
sumLLF1 = 0.0;
for (r in 1:k)
{
- Gam[i,r] = pi[r] * exp(-0.5*sqNorm2[r])* det(rho[,,r])
+ Gam[i,r] = pi[r] * exp(-0.5*sqNorm2[r]) #* det(rho[,,r]) #FIXME: still issues here ?!?!
sumLLF1 = sumLLF1 + Gam[i,r] / (2*base::pi)^(m/2)
}
sumLogLLF2 = sumLogLLF2 + log(sumLLF1)