Average matrices based on unique value in structure resulting in a new structure

1 vue (au cours des 30 derniers jours)
I have a structure IMERG, with 19 fields. I have a field called "UID" based on which I want to average the fields of Lat and Lon which are 1*1700. For example, If UID is 1, then want to average all the Lat's with UID = 1 such that I get an 1 * 1700 for UID =1, and similarly for others.
I tried using arrayfucn, but it averages all the values within each IMERG(1).Lat, and also I'm unable to evaluate it based on unique values of UID. Please find the data attached of the structure I'm using.
A = arrayfun(@(x) mean(x.Lat),IMERG,'UniformOutput',1),
Any help is highly appreciated !! I have been trying this for very long now....

Réponse acceptée

Akira Agata
Akira Agata le 4 Oct 2018
How about using splitapply function, like:
IMERG = struct2table(IMERG);
avgLat = splitapply(@(x) {mean([x{:}],2)}, IMERG.Lat, IMERG.TimeID+1);
  4 commentaires
Akira Agata
Akira Agata le 4 Oct 2018
OK, regarding a second question, it depends on what types of data will be stored in each element in your table.
If column vector with the same length will be stored in each element, like IMERG.LAT, you can use the same way.
If scalar value will be stored in each element, you can apply splitapply function with small modification, like:
avgValues = splitapply(@(x) {mean(x)}, IMERG{:,[p q r...]}, group);
where p,q, and r are column number where each element are scalar value.
nlm
nlm le 4 Oct 2018
Thank you much :) "If column vector with the same length will be stored in each element, like IMERG.LAT, you can use the same way" I wanted to perform simultaneous average of the fields according to IMERG.UID with the same length as the field and store them into a new structure. Thanks again !

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Akira Agata
Akira Agata le 4 Oct 2018
To obtain the result in structure type, please combine struct2table, splitapply and table2struct functions like the following:
load('IMERG.mat');
IMERG = struct2table(IMERG);
[group,UID] = findgroups(IMERG.UID);
avgLat = splitapply(@(x) {mean([x{:}],2)}, IMERG.Lat, group);
avgLon = splitapply(@(x) {mean([x{:}],2)}, IMERG.Lon, group);
avgIMERG = table(UID,avgLat,avgLon);
avgIMERG = table2struct(avgIMERG);
Using this code, averaged Lat and Lon, based on UID, will be stored in avgImerg structure.

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