How do I exclude anomalies from a plot in a data set?

조회 수: 11 (최근 30일)
JJH
JJH 2019년 1월 4일
편집: madhan ravi 2019년 1월 4일
I want to plot a data set and exclude anomalous points. Say I have some data, e.g.
x = [0.5 0.48 0.2 0.51 0.49 0.52]
y = [1 2 3 4 5 6]
and I want to do a linear fit to the data excluding the anomalous point (x = 0.2). I can currently get matlab to find anomalous points as follows:
plot(x,y,'.','color', CM(ij,:));
fitA = polyfit(x,y,1);
fdata = polyval(fitA,x);
I = abs(fdata - y) > 1.2*std(y);
outliers = excludedata(x,y,'indices',I);
but I then want to do another fit where I exclude the outlying points. I tried
fitB = polyfit(x,y,1,'Exclude',outliers);
but this gave the error:
Error using polyfit
Too many input arguments.
How can I do this second fit correctly?

채택된 답변

madhan ravi
madhan ravi 2019년 1월 4일
편집: madhan ravi 2019년 1월 4일
perhaps:
fitB(~ismember(fitB,outliers))

추가 답변 (0개)

카테고리

Help CenterFile Exchange에서 Develop Apps Using App Designer에 대해 자세히 알아보기

태그

Community Treasure Hunt

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

Start Hunting!

Translated by