How to write an automatic function based on the median of data to form groups of data.
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zhoug zho
el 21 de Jun. de 2021
Comentada: zhoug zho
el 21 de Jun. de 2021
How to write an automatic function based on the median of data to form groups of data.
as the boxplots are here in this figure, i need to make groups or clusters of data based on median. like once i have median of data, then i need to identify the beginning of a new cluster/group when the median delay increase instead of decresing. and when the median again increases then from that point a new group or cluster will start.
i manually grouped the data based on median, i need to make function like this.
Thanks in advance.
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Respuesta aceptada
Adam Danz
el 21 de Jun. de 2021
Editada: Adam Danz
el 21 de Jun. de 2021
% Create demo data : nxm matrix with 1 box per column
rng('default')
data = rand(100,15) + [1.0 1.3 0.8 0.95 1.02 1.05 1.08 1.2 1.0 1.03 1.06 0.90 0.95 0.80 1.1];
% Compute median of each column
dataMedians = median(data);
% Create boxplot
h = boxplot(data);
% Add group separation lines
groupStart = diff([inf,dataMedians])<0;
groupIdx = find(groupStart);
for i = 1:numel(groupIdx)
xline(groupIdx(i)-.5, 'k--', 'LineWidth',1)
end
% Color the groups
colors = lines(sum(groupStart));
groupID = cumsum(groupStart);
for i = 1:sum(groupStart)
set(h(:,groupID==i), 'Color', colors(i,:))
end
% Create demo data : nxm matrix with 1 box per column
rng('default')
data = rand(100,15) + [1.0 1.3 0.8 0.95 1.02 1.05 1.08 1.2 1.0 1.03 1.06 0.90 0.95 0.80 1.1];
% Compute median of each column
dataMedians = median(data);
% Create boxplot
figure()
h = boxchart(data);
% Add group separation lines
groupStart = diff([inf,dataMedians])<0;
groupIdx = find(groupStart);
for i = 1:numel(groupIdx)
xline(groupIdx(i)-.5, 'k--', 'LineWidth',1)
end
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