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Regarding removal of low values within time series

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BenL on 7 Jun 2017
Edited: BenL on 7 Jun 2017
I have a time series data (see attached data_qn.xls) that consists of values that are clearly lower than the rest of the observations. How could I remove these values in MATLAB?
I considered running a sliding window function that returns the lowest values, but it seem impractical because the window size may be different. I also tried something like the code below, but the indices are relative to its own window array and that complicates things.
for i = 1:length(data)-window_sz % window_sz = 20 arbitrarily
window_range = data(i:i+window_sz-1,:);
[M I] = min(window_range);
Any idea?
Thank you Ben

Answers (1)

KSSV on 7 Jun 2017
Edited: KSSV on 7 Jun 2017
data = xlsread('data_qn.xls') ;
data(data<4) = [] ; % remove values less then 4
  1 Comment
BenL on 7 Jun 2017
I pondered over thresholding but I realised that not all of my datasets can perform thresholding at a consistent value, even though the 'line' of lowest values exist.

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