| 1 | ychap=zeros(n,m,k,94); |
| 2 | %Ychap=zeros(n,m,l,94); |
| 3 | |
| 4 | for LL=1:10 |
| 5 | for i=1:n |
| 6 | for r=1:2 |
| 7 | ychap(i,:,r,LL)=x(i,:)*(phitrue(:,:,r,LL)*inv(rhotrue(:,:,r,LL)))'; |
| 8 | Ychap(i,:,r,LL)=waverec(ychap(i,:,r,LL)',L,'sym4'); |
| 9 | end |
| 10 | end |
| 11 | end |
| 12 | for i=1:n |
| 13 | for r=1:2 |
| 14 | for LL=1:10 |
| 15 | RMSE(i,LL,r)=sqrt(sum((donneesC(78:96,i)-Ychap(i,:,r,LL)').^2)); |
| 16 | end |
| 17 | end |
| 18 | end |
| 19 | LL=88; |
| 20 | plot(Ychap(89,:,2,LL),'r') |
| 21 | hold on |
| 22 | plot(donnees(49:96,89)/100,'b') |
| 23 | hold off |
| 24 | |
| 25 | |
| 26 | for LL=1:10 |
| 27 | Z(LL,:)=principeMAP(Y,X,phiLassoMLE(:,:,:,LL),rhoLassoMLE(:,:,:,LL),piLassoMLE(:,LL),3.14); |
| 28 | sum((Z(1:100)==1)+(Z(101:200)==2)) |
| 29 | end |