--- /dev/null
+function[] = testConstructionModelesLassoMLE()
+
+ testFolder = 'data/';
+ delimiter = '\n';
+
+ %get dimensions
+ dimensions = dlmread(strcat(testFolder,'dimensions'), delimiter);
+ n = dimensions(1);
+ p = dimensions(2);
+ m = dimensions(3);
+ k = dimensions(4);
+ L = dimensions(5);
+
+ %get all input arrays
+ phiInit = reshape(dlmread(strcat(testFolder,'phiInit'), delimiter), p, m, k);
+ rhoInit = reshape(dlmread(strcat(testFolder,'rhoInit'), delimiter), m, m, k);
+ piInit = transpose(dlmread(strcat(testFolder,'piInit'), delimiter));
+ gamInit = reshape(dlmread(strcat(testFolder,'gamInit'), delimiter), n, k);
+ mini = int64(dlmread(strcat(testFolder,'mini'), delimiter));
+ maxi = int64(dlmread(strcat(testFolder,'maxi'), delimiter));
+ gamma = dlmread(strcat(testFolder,'gamma'), delimiter);
+ glambda = dlmread(strcat(testFolder,'glambda'), delimiter);
+ X = reshape(dlmread(strcat(testFolder,'X'), delimiter), n, p);
+ Y = reshape(dlmread(strcat(testFolder,'Y'), delimiter), n, m);
+ seuil = dlmread(strcat(testFolder,'seuil'), delimiter);
+ tau = dlmread(strcat(testFolder,'tau'), delimiter);
+ A1 = int64(reshape(dlmread(strcat(testFolder,'A1'), delimiter), p, m+1, L));
+ A2 = int64(reshape(dlmread(strcat(testFolder,'A2'), delimiter), p, m+1, L));
+
+ %run constructionModelesLassoMLE.m
+ [phi,rho,pi,lvraisemblance] = constructionModelesLassoMLE(phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,glambda,X,Y,seuil,tau,A1,A2);
+
+ %get all stored outputs
+ ref_phi = reshape(dlmread(strcat(testFolder,'phi'), delimiter), p, m, k, L);
+ ref_rho = reshape(dlmread(strcat(testFolder,'rho'), delimiter), m, m, k, L);
+ ref_pi = reshape(dlmread(strcat(testFolder,'pi'), delimiter), k, L);
+ ref_lvraisemblance = reshape(dlmread(strcat(testFolder,'lvraisemblance'), delimiter), L, 2);
+
+ %check that output correspond to stored output
+ tol = 1e-5;
+ checkOutput('phi',phi,ref_phi,tol);
+ checkOutput('rho',rho,ref_rho,tol);
+ checkOutput('pi',pi,ref_pi,tol);
+ checkOutput('lvraisemblance',lvraisemblance,ref_lvraisemblance,tol);
+
+end