How to separate a vector into bins and average each bin

27 ビュー (過去 30 日間)
Holmbrero
Holmbrero 2022 年 8 月 1 日
コメント済み: Holmbrero 2022 年 8 月 1 日
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.

採用された回答

Cris LaPierre
Cris LaPierre 2022 年 8 月 1 日
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 件のコメント
Holmbrero
Holmbrero 2022 年 8 月 1 日
That does exactly what i asked for. Thank you very much!

サインインしてコメントする。

その他の回答 (0 件)

カテゴリ

Help Center および File ExchangeResizing and Reshaping Matrices についてさらに検索

製品


リリース

R2018b

Community Treasure Hunt

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

Start Hunting!

Translated by