-function[phi,rho,pi,lvraisemblance] = constructionModelesLassoMLE(...
+function[phi,rho,pi,llh] = constructionModelesLassoMLE(...
phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,glambda,X,Y,seuil,tau,A1,A2)
PI = 4.0 * atan(1.0);
phi = zeros(p,m,k,L);
rho = zeros(m,m,k,L);
pi = zeros(k,L);
- lvraisemblance = zeros(L,2);
+ llh = zeros(L,2);
for lambdaIndex=1:L
% Procedure Lasso-MLE
pi(r,lambdaIndex)*det(rho(:,:,r,lambdaIndex))/(sqrt(2*PI))^m*exp(-dot(delta,delta)/2.0);
end
end
- lvraisemblance(lambdaIndex,1) = sum(log(densite(:,lambdaIndex)));
- lvraisemblance(lambdaIndex,2) = (dimension+m+1)*k-1;
+ llh(lambdaIndex,1) = sum(log(densite(:,lambdaIndex)));
+ llh(lambdaIndex,2) = (dimension+m+1)*k-1;
end
end