필터 지우기
필터 지우기

plot pdf along with data

조회 수: 2 (최근 30일)
Rini
Rini 2016년 9월 28일
Hi,
I have a 1D array generated from Gaussian mixtures and the estimated mean and variance and mixing weight for each component. How can I plot the data along with the pdf curves for each component. I tried the following code but it produces only the curves which do not fit within the range.
X is the 1D array.
lineStyles={'--b','--g','--r','--c','--m','--y'};
minVal = min(X);
maxVal = max(X);
plotRange = minVal:(maxVal-minVal)/100:maxVal;
hist(X,plotRange);
hold on;
totalProb = zeros(1,length(plotRange));
for i=1:length(model.m) % no. of components. m is estimated mean and W is the inverse covariance matrix
probs = normpdf(plotRange, model.m(i),1./exp(model.logW(i)));
probs = probs./sum(probs);
finalProbs = model.alpha(i)*length(X)*probs; % alpha is the mixing weight for each component
plot(plotRange,finalProbs,lineStyles{mod(i,6)+1},'LineWidth',2);
totalProb = totalProb + finalProbs;
end
plot(plotRange, totalProb, '-k','LineWidth',3);

답변 (0개)

카테고리

Help CenterFile Exchange에서 MATLAB Report Generator에 대해 자세히 알아보기

태그

제품

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by