em_kstest.m

EM分群,matlab程式碼,用來分群用的

function [H_KS, P, KSSTAT] = EM_KStest(obs_data, mix_names, mix_weights, mix_pars, rnd_state, fig_hnd)



fprintf(1,'\n\n Performing K-S test:    \t');   

N = length(obs_data);

sim_data = EM_Generate_sample(N, mix_names, mix_weights, mix_pars, rnd_state);        
[H_KS,P,KSSTAT]  = kstest2(sim_data(:,1),obs_data);


fprintf(1,' P = %f, KSSTAT = %f\n',P,KSSTAT);     



figure(fig_hnd);

hold on
cdfplot(sim_data(:,1));
h = findobj(gca,'type','line');
set(h(1),'linestyle',':','color','r');

cdfplot(obs_data)
h = findobj(gca,'type','line');
set(h(1),'linestyle','-','color','b');

legend('Model','Data');
set(gca,'TickDir','out');    
hold off