replace nan in a matrix with specific values

4 views (last 30 days)
I do not know why the following code does not work
I have a matrix F which has some of nan entries, and i have saved the last row of this matrix as N_lastrow. then I want to replace all nan entries in this row such that if F is 4*4 matrix and if N_lastrow(4,4)= nan , then replace it directly by the mean of the whole rest of entries in F. However, any other nan values such that if N_lastrow(1,2)=nan, we have to replace it by the value of of F(3,3) and if it is also nan I will replace it by F(2,4), and if it is also nan then replace it by the mean of the whole rest of entries.
THIS IS THE CODE
f;
N_lastrow=f(n,:);% where n is the number of rows in f
for k=1:n
if isnan(N_lastrow(1,k))
if k==n
N_lastrow(1,k)=nanmean(f,'all')
break
end
for m=n:1
if m-1 >0
N_lastrow(1,k)=f(m-1,k+1)
if ~isnan(f(m-1,k+1))
break
end
else
N_lastrow(1,k)=nanmean(f,'all')
end
end
else
N_lastrow(1,k)=f(n,k)
end
end
N_lastrow

Answers (1)

Kevin Holly
Kevin Holly on 15 Nov 2022
Can you give clarity to what you want? To me, it sounds like you want something like this:
f = [1 2 3 2; 4 5 6 1; 7 8 9 2];
f(4,4) = NaN
f = 4×4
1 2 3 2 4 5 6 1 7 8 9 2 0 0 0 NaN
N_lastrow=f(end,:)
N_lastrow = 1×4
0 0 0 NaN
if isnan(f(4,4))
f(4,4) = f(3,3);
if isnan(f(3,3))
f(4,4) = f(2,4);
if isnan(f(4,4))
f(4,4) = mean(f,'omitnan');
end
end
end
f
f = 4×4
1 2 3 2 4 5 6 1 7 8 9 2 0 0 0 9
N_lastrow=f(end,:)
N_lastrow = 1×4
0 0 0 9
  1 Comment
Hajar Alshaikh
Hajar Alshaikh on 15 Nov 2022
no. if N_lastrow(1,n) is nan then direct f(n,n) = mean(f,'omitnan');
so f(4,4)=f(3,3) is not right
please review the code that I wrote up
my question is why nan still appear after i run my code?

Sign in to comment.

Categories

Find more on Migrate GUIDE Apps in Help Center and File Exchange

Products


Release

R2022a

Community Treasure Hunt

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

Start Hunting!