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how to find a window of days in a time series data with values in a range

1 Ansicht (letzte 30 Tage)
nlm
nlm am 1 Mai 2020
Geschlossen: MATLAB Answer Bot am 20 Aug. 2021
I have a time series data from which I need to find a window of days where the start value is >0.4 and end value is <0.2. However, the values in that window range between 0.4 and 0.2. I have this so far. However, my code is finding all values which have a decreasing trend for 10 days.
AA = data;
s = [0;diff(AA)];
ss = sign(s);
ss(AA<0.4)=-1;
ss= ss';
c = conv2(ss,win , 'valid');
win = ones(1,10)*-1;
p = find(conv2(ss, win, 'valid') == -1);
  2 Kommentare
Ameer Hamza
Ameer Hamza am 1 Mai 2020
Can you share the data? I there a single window or several windows between 0.2 and 0.4?
nlm
nlm am 2 Mai 2020
Thanks Ameer for taking it up. Please find the data attached.

Antworten (1)

Ameer Hamza
Ameer Hamza am 2 Mai 2020
Bearbeitet: Ameer Hamza am 2 Mai 2020
This shows the window of days in which the the value is within the specified range
data = load('data.mat');
AA = data.AA;
mask = (0.2 < AA) & (AA < 0.4);
days = find(mask); % contain the days on which the data is in range
plot(mask)
ylim([-0.2 1.2])
  1 Kommentar
nlm
nlm am 4 Mai 2020
Thanks!
But this code also considers an increasing trend. What it selected are values which increased from 0.4 to 0.2 and then increased from 0.2 to 0.4. However, I'm looking for all the values where its only shows an decrease from 0.4 to 0.2, and it need not be monotonically decreasing, there can be some increases but it can to be below 0.4.

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