?? plot_fit.m
字號(hào):
case 'A' Ns= (2:(1+Mmax))'*(2*(0:Lmax)+1)-1; case 'B' Ns= (2:(1+Mmax))'*(2*(0:Lmax)+1)-1; case 'C' Ns= (2*(1:Mmax))'*(2*(0:Lmax)+1)-1; end; if(sub) ee = min(log(EE) , [], 3); eeprime= min(log(EEprime), [], 3);else ee = log(EE(:, :, 1, :)); eeprime= log(EEprime(:, :, 1, :));end; MDLhist= zeros(Mmax, Lmax+1); BIChist= zeros(Mmax, Lmax+1); AIChist= zeros(Mmax, Lmax+1); GIChist= zeros(Mmax, Lmax+1); MIChist= zeros(Mmax, Lmax+1); mdlhist= zeros(Mmax, Lmax+1); bichist= zeros(Mmax, Lmax+1); aichist= zeros(Mmax, Lmax+1); gichist= zeros(Mmax, Lmax+1); michist= zeros(Mmax, Lmax+1); for mm= 1:MM e= ee(:, :, 1, mm); eprime= eeprime(:, :, 1, mm); MDL= eprime + (log(N+1)+rho) *(Ns+1/2)/N; BIC= eprime + log(N) *(Ns )/N; AIC= eprime + 2 *(Ns )/N; GIC= eprime + (2+rho) *(Ns )/N; MIC= eprime + (1+rho+log(N)/2)*(Ns )/N; mdl= e + (log(N+1)+rho) *(Ns+1/2)/N; bic= e + log(N) *(Ns )/N; aic= e + 2 *(Ns )/N; gic= e + (2+rho) *(Ns )/N; mic= e + (1+rho+log(N)/2)*(Ns )/N; [MMDL, LMDL] = find(MDL==min(min(MDL)));LMDL= LMDL-1; [MBIC, LBIC] = find(BIC==min(min(BIC)));LBIC= LBIC-1; [MAIC, LAIC] = find(AIC==min(min(AIC)));LAIC= LAIC-1; [MGIC, LGIC] = find(GIC==min(min(GIC)));LGIC= LGIC-1; [MMIC, LMIC] = find(MIC==min(min(MIC)));LMIC= LMIC-1; [Mmdl, Lmdl] = find(mdl==min(min(mdl)));Lmdl= Lmdl-1; [Mbic, Lbic] = find(bic==min(min(bic)));Lbic= Lbic-1; [Maic, Laic] = find(aic==min(min(aic)));Laic= Laic-1; [Mgic, Lgic] = find(gic==min(min(gic)));Lgic= Lgic-1; [Mmic, Lmic] = find(mic==min(min(mic)));Lmic= Lmic-1;% [N M L mm MMDL, LMDL, MBIC, LBIC, MAIC, LAIC, MGIC, LGIC, MMIC, LMIC]% [N M L mm Mmdl, Lmdl, Mbic, Lbic, Maic, Laic, Mgic, Lgic, Mmic, Lmic] MDLhist(MMDL, LMDL+1)= MDLhist(MMDL, LMDL+1) + 1; BIChist(MBIC, LBIC+1)= BIChist(MBIC, LBIC+1) + 1; AIChist(MAIC, LAIC+1)= AIChist(MAIC, LAIC+1) + 1; GIChist(MGIC, LGIC+1)= GIChist(MGIC, LGIC+1) + 1; MIChist(MMIC, LMIC+1)= MIChist(MMIC, LMIC+1) + 1; mdlhist(Mmdl, Lmdl+1)= mdlhist(Mmdl, Lmdl+1) + 1; bichist(Mbic, Lbic+1)= bichist(Mbic, Lbic+1) + 1; aichist(Maic, Laic+1)= aichist(Maic, Laic+1) + 1; gichist(Mgic, Lgic+1)= gichist(Mgic, Lgic+1) + 1; michist(Mmic, Lmic+1)= michist(Mmic, Lmic+1) + 1; end; MDLM= sum(MDLhist.').';MDLL= sum(MDLhist); BICM= sum(BIChist.').';BICL= sum(BIChist); AICM= sum(AIChist.').';AICL= sum(AIChist); GICM= sum(GIChist.').';GICL= sum(GIChist); MICM= sum(MIChist.').';MICL= sum(MIChist); mdlM= sum(mdlhist.').';mdlL= sum(mdlhist); bicM= sum(bichist.').';bicL= sum(bichist); aicM= sum(aichist.').';aicL= sum(aichist); gicM= sum(gichist.').';gicL= sum(gichist); micM= sum(michist.').';micL= sum(michist);mean= [ sum((1:Mmax)'.*MDLM)/MM; sum((1:Mmax)'.*BICM)/MM; sum((1:Mmax)'.*AICM)/MM; sum((1:Mmax)'.*GICM)/MM; sum((1:Mmax)'.*MICM)/MM; sum((1:Mmax)'.*mdlM)/MM; sum((1:Mmax)'.*bicM)/MM; sum((1:Mmax)'.*aicM)/MM; sum((1:Mmax)'.*gicM)/MM; sum((1:Mmax)'.*micM)/MM; ];meanMl= [meanMl mean];mean= [ sum((0:Lmax).*MDLL)/MM; sum((0:Lmax).*BICL)/MM; sum((0:Lmax).*AICL)/MM; sum((0:Lmax).*GICL)/MM; sum((0:Lmax).*MICL)/MM; sum((0:Lmax).*mdlL)/MM; sum((0:Lmax).*bicL)/MM; sum((0:Lmax).*aicL)/MM; sum((0:Lmax).*gicL)/MM; sum((0:Lmax).*micL)/MM; ];meanLl= [meanLl mean]; mse= [ 10*log10((sum(((1:Mmax)'-M).^2.*MDLM) + sum(((0:Lmax)-L).^2.*MDLL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*BICM) + sum(((0:Lmax)-L).^2.*BICL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*AICM) + sum(((0:Lmax)-L).^2.*AICL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*GICM) + sum(((0:Lmax)-L).^2.*GICL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*MICM) + sum(((0:Lmax)-L).^2.*MICL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*mdlM) + sum(((0:Lmax)-L).^2.*mdlL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*bicM) + sum(((0:Lmax)-L).^2.*bicL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*aicM) + sum(((0:Lmax)-L).^2.*aicL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*gicM) + sum(((0:Lmax)-L).^2.*gicL))/MM/(M^2+L^2)); 10*log10((sum(((1:Mmax)'-M).^2.*micM) + sum(((0:Lmax)-L).^2.*micL))/MM/(M^2+L^2)); ]; MSEl= [MSEl mse]; drawnowend;figure(fig)subplot(3, 3, 1); plot(MSEn(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(MSEn(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(MSEn(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(MSEn(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(MSEn(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')if(test) plot(MSEn(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(MSEn(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(MSEn(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(MSEn(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(MSEn(10,:), 'Linewidth', 1, 'Linestyle', '.' , 'Color', 'r')end;subplot(3, 3, 2); plot(MSEm(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(MSEm(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(MSEm(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(MSEm(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(MSEm(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')if(test) plot(MSEm(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(MSEm(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(MSEm(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(MSEm(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(MSEm(10,:), 'Linewidth', 1, 'Linestyle', '.' , 'Color', 'r')end;subplot(3, 3, 3); plot(MSEl(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(MSEl(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(MSEl(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(MSEl(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(MSEl(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')if(test) plot(MSEl(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(MSEl(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(MSEl(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(MSEl(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(MSEl(10,:), 'Linewidth', 1, 'Linestyle', '.' , 'Color', 'r')end;subplot(3, 3, 4); plot(meanMn(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(meanMn(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(meanMn(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(meanMn(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(meanMn(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')% plot([3 3 3 3], 'Linewidth', 1, 'Linestyle', '-', 'Color', 'k')if(test) plot(meanMn(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(meanMn(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(meanMn(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(meanMn(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(meanMn(10,:), 'Linewidth', 1, 'Linestyle', '--', 'Color', 'r')end;subplot(3, 3, 5); plot(meanMm(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(meanMm(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(meanMm(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(meanMm(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(meanMm(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')% plot([2 3 4 5], 'Linewidth', 1, 'Linestyle', '-', 'Color', 'k')if(test) plot(meanMm(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(meanMm(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(meanMm(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(meanMm(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(meanMm(10,:), 'Linewidth', 1, 'Linestyle', '--', 'Color', 'r')end;subplot(3, 3, 6); plot(meanMl(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(meanMl(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(meanMl(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(meanMl(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(meanMl(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')% plot([3 3 3 3], 'Linewidth', 1, 'Linestyle', '-', 'Color', 'k')if(test) plot(meanMl(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(meanMl(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(meanMl(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(meanMl(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(meanMl(10,:), 'Linewidth', 1, 'Linestyle', '--', 'Color', 'r')end;subplot(3, 3, 7); plot(meanLn(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(meanLn(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(meanLn(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(meanLn(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(meanLn(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')% plot([2 2 2 2], 'Linewidth', 1, 'Linestyle', '-', 'Color', 'k')if(test) plot(meanLn(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(meanLn(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(meanLn(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(meanLn(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(meanLn(10,:), 'Linewidth', 1, 'Linestyle', '--', 'Color', 'r')end;subplot(3, 3, 8); plot(meanLm(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(meanLm(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(meanLm(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(meanLm(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(meanLm(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')% plot([2 2 2 2], 'Linewidth', 1, 'Linestyle', '-', 'Color', 'k')if(test) plot(meanLm(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(meanLm(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(meanLm(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(meanLm(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(meanLm(10,:), 'Linewidth', 1, 'Linestyle', '--', 'Color', 'r')end;subplot(3, 3, 9); plot(meanLl(1, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'k')% plot(meanLl(2, :), 'Linewidth', 2, 'Linestyle', ':' , 'Color', 'k') plot(meanLl(3, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'k')% plot(meanLl(4, :), 'Linewidth', 2, 'Linestyle', ':', 'Color', 'k')% plot(meanLl(5, :), 'Linewidth', 2, 'Linestyle', '.' , 'Color', 'k')% plot([0 1 2 3], 'Linewidth', 1, 'Linestyle', '-', 'Color', 'k')if(test) plot(meanLl(6, :), 'Linewidth', 2, 'Linestyle', style, 'Color', 'r')% plot(meanLl(7, :), 'Linewidth', 1, 'Linestyle', ':' , 'Color', 'r') plot(meanLl(8, :), 'Linewidth', 1, 'Linestyle', style, 'Color', 'r')% plot(meanLl(9, :), 'Linewidth', 1, 'Linestyle', ':', 'Color', 'r')% plot(meanLl(10,:), 'Linewidth', 1, 'Linestyle', '--', 'Color', 'r')end;%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%if(0)% TEST TEST TEST TEST TEST TEST TEST TEST TEST TEST%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%clear;tfpmfig= 81test= 0;sub= 1;figure(fig);clfsubplot(3, 3, 1);cla;hold onsubplot(3, 3, 2);cla;hold onsubplot(3, 3, 3);cla;hold onsubplot(3, 3, 4);cla;hold onsubplot(3, 3, 5);cla;hold onsubplot(3, 3, 6);cla;hold onsubplot(3, 3, 7);cla;hold onsubplot(3, 3, 8);cla;hold onsubplot(3, 3, 9);cla;hold onplot_fit('ord2A', fig, '-', test, sub)plot_fit('ord2B', fig, '--', test, sub)plot_fit('ord2C', fig, '-.', test, sub)subplot(3, 3, 1); axis([1 4 -30 0]);box;grid set(gca, 'XTick', 1:4) set(gca, 'XTicklabel', 2.^(6:9)) set(gca, 'YTick', -30:5:0) ylabel('MSE') xlabel('N')subplot(3, 3, 2); axis([1 4 -30 0]);box;grid set(gca, 'XTick', 1:4) set(gca, 'XTicklabel', 2:5) set(gca, 'YTick', -30:5:0) ylabel('MSE') xlabel('M')subplot(3, 3, 3); axis([1 4 -30 0]);box;grid set(gca, 'XTick', 1:5) set(gca, 'XTicklabel', 0:4) set(gca, 'YTick', -30:5:0) ylabel('MSE') xlabel('L')subplot(3, 3, 4); axis([1 4 1 5]);box;grid set(gca, 'XTick', 1:4) set(gca, 'XTicklabel', 2.^(6:9)) set(gca, 'YTick', 1:5) ylabel('Mbar') xlabel('N')subplot(3, 3, 5); axis([1 4 1 5]);box;grid set(gca, 'XTick', 1:4) set(gca, 'XTicklabel', 2:5) set(gca, 'YTick', 1:5) ylabel('Mbar') xlabel('M')subplot(3, 3, 6); axis([1 4 1 5]);box;grid set(gca, 'XTick', 1:5) set(gca, 'XTicklabel', 0:4) set(gca, 'YTick', 1:5) ylabel('Mbar') xlabel('L')subplot(3, 3, 7); axis([1 4 0 4]);box;grid set(gca, 'XTick', 1:4) set(gca, 'XTicklabel', 2.^(6:9)) set(gca, 'YTick', 0:4) ylabel('Lbar') xlabel('N')subplot(3, 3, 8); axis([1 4 0 4]);box;grid set(gca, 'XTick', 1:4) set(gca, 'XTicklabel', 2:5) set(gca, 'YTick', 0:4) ylabel('Lbar') xlabel('M')subplot(3, 3, 9); axis([1 4 0 4]);box;grid set(gca, 'XTick', 1:5) set(gca, 'XTicklabel', 0:4) set(gca, 'YTick', 0:4) ylabel('Lbar') xlabel('L')print -deps2 -tiff -r300 /users/mjachan/tex/prj/TF/figures/ordMSE.eps%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%end;% TEST TEST TEST TEST TEST TEST TEST TEST TEST TEST%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%?? 快捷鍵說明
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