How to separate a vector into bins and average each bin

44 vues (au cours des 30 derniers jours)
Holmbrero
Holmbrero le 1 Août 2022
Commenté : Holmbrero le 1 Août 2022
I have a vector A (exemplified below) which contains the size of pores and i want to create a vector which bins the data in A and creates a new vector containing the number of pores within a bin size multiplied by the size of these pores (for example by taking the average out of the values within each bin)
Example:
A = [1 1 1 1 1 1 2 2 2 3 3 3 3 4 4 4 4 4 5 5 6 6 7 7 7 8 9 10]
Lets say that i want the bin size to be 2, then i want something like:
B = [12 32 22 29 19]
Any suggestions would be greatly appriciated.

Réponse acceptée

Cris LaPierre
Cris LaPierre le 1 Août 2022
I don't exactly follow how you get from A to B, and I'm fairly certain there isn't a single function that will get you what you want. Here's one possible solution based on what I understood.
A = [1 1 1 1 1 1 2 2 2 3 3 3 3 4 4 4 4 4 5 5 6 6 7 7 7 8 9 10];
% Use discretize to split the data into bins with width of 2
b = discretize(A,1:2:11)
b = 1×28
1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 3 3 3 3 4 4 4 4 5 5
% Use splitapply to calculate the mean of each bin
mn = splitapply(@mean,A,b)
mn = 1×5
1.3333 3.5556 5.5000 7.2500 9.5000
% use splitapply to count the number of points in each bin
cnt = splitapply(@numel,A,b)
cnt = 1×5
9 9 4 4 2
% multiply the mean and the count to get B
B = mn.*cnt
B = 1×5
12 32 22 29 19
  1 commentaire
Holmbrero
Holmbrero le 1 Août 2022
That does exactly what i asked for. Thank you very much!

Connectez-vous pour commenter.

Plus de réponses (0)

Catégories

En savoir plus sur Get Started with MATLAB dans Help Center et File Exchange

Produits


Version

R2018b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by