Extract data above threshold from groups
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I'm trying to extract the y-data that fall into groups (bins) on the x -axis. Ideally, I want to set any y-values that are below the 90th percentile whitin a group to NaN (i.e. I want the end result to be a 6113x1 vector). I have started the following code to bin into groups , but now I am stuck.
load('xydata.mat') %
edges = (min(pp):20:max(pp));
[N, edges, bin] = histcounts(pp, edges);
figure
gscatter(pp,cc,bin)
采纳的回答
load('xydata.mat')
edges = (min(pp):20:max(pp));
[N, edges, bin] = histcounts(pp, edges);
figure
gscatter(pp,cc,bin)
%whos
y= pp;
ugroups = unique(bin);
for i=1:length(ugroups)
idx = bin == ugroups(i); % data index for the group
if ugroups(i) == 0 % not assigned to any group
y(idx) = nan;
else
ybin = y(idx);
pct = prctile(ybin, 90); % 90 percentile
ybin(ybin>pct) = nan;
y(idx) = ybin;
end
end
[N1, edges, bin] = histcounts(y, edges);
figure
gscatter(pp,cc,bin)
% whos
figure
plot(1:32, N, 'r', 1:32, N1, 'b')
sum(N)
sum(N1)
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