How to: sum up elements of a row vector into bins of a matrix
7 次查看(过去 30 天)
显示 更早的评论
Hello,
so I've got a matrix and bin index vectors from histcounts2; I've binned some data over a sphere.
[N,~,~,bx,by]=histcounts2(dataX, dataY, (0:5:180)', (0:5:355)' );
I have another row vector, power, that is equal in length with dataX, dataY, so the bx and by can be used to collect data from this power vector.
Question is, how do I use the bx and by, to generate a matrix out of the power vector, which equals N in size and in terms of the number of elements within bins, but the bin value should be the sum of the elements dedicated for this bin and collected from the power vector?
No loops please.
Thanks,
Tero
0 个评论
采纳的回答
Cris LaPierre
2021-1-15
编辑:Cris LaPierre
2021-1-15
With a little creativity, you can use groupsummary. Since you haven't shared enough of your code to use that for an example, here's one modified from an example on the histcount2 documentation page.
% Set up the data
x = randn(100,1);
y = randn(100,1);
[N,~,~,bx,by] = histcounts2(x,y);
% create a 3rd vector, pwr
pwr = randn(100,1);
% Sum the data by grouping pwr by bin numbers by and bx.
% Sum data in the same group.
% Include data for all possible bins
[P,G,C] = groupsummary(pwr,[by,bx],'sum',"IncludeEmptyGroups",true,"IncludeMissingGroups",true);
% Reshape the data to be the same size an N
p = reshape(P,size(N))
N % compare to verify that when N==0, P==0.
2 个评论
Cris LaPierre
2021-1-18
You may be able to achieve something similar using grpstats. You could also try findgroups and splitapply.
更多回答(0 个)
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Data Distribution Plots 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!