Create multi slopes from a profile

Hello there,
Is there a possible way to create some slopes within a profile? My case: I have a profile containing some group of values separated by nans. My intention is how to create slopes for each group. So, since there are some groups in the profile, there will be some slopes which corresponds to each group.
Please find attached mat file for the data.
Cheers

 采纳的回答

I am not certain what you want. This code performs a linear regression on the line clusters and then plots it for each of them.
Try this —
load('profiles_z_d.mat')
whos('-file', 'profiles_z_d.mat')
Name Size Bytes Class Attributes d_x1 1x883 7064 double z 1x883 7064 double
Q = [nnz(isnan(d_x1)) nnz(isnan(z))];
idx = ~isnan(d_x1);
startidx = strfind(idx, [0 1])+1;
stopidx = strfind(idx, [1 0]);
ssidx = [startidx; stopidx];
for k = 1:size(ssidx,2)
G{k,1} = d_x1(ssidx(1,k):ssidx(2,k));
G{k,2} = z(ssidx(1,k):ssidx(2,k));
B(:,k) = [G{k,1}; ones(size(G{k,1}))].' \ G{k,2}.';
end
% B
figure
plot(d_x1, z)
hold on
for k = 1:size(B,2)
rline = [G{k,1}; ones(size(G{k,1}))].' * B(:,k);
plot(G{k,1}, rline, '-r')
text(max(G{k,1})+0.1, max(rline), sprintf('y = %.2f \\cdotx% +.2f',B(:,k)), 'Horiz','left')
end
hold off
xlim([0 20])
title('All Data')
figure
plot(d_x1, z)
hold on
for k = 1:size(B,2)
rline = [G{k,1}; ones(size(G{k,1}))].' * B(:,k);
plot(G{k,1}, rline, '-r')
text(max(G{k,1})+0.1, max(rline), sprintf('y=%.2f\\cdotx%+.2f',B(:,k)), 'Horiz','left')
end
hold off
title('Selected Detail')
xlim([0 5])
ylim([390 415])
.

2 个评论

Bravo, that's exactly what I want. Thank you very much!
As always, my pleasure!

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