How can I save all of the outputs in a loop
3 vues (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Below is my code (excluding loading the data). It runs about 1500 stepwise regressions using a for loop. I need to ad something to the code so the results of each stepwise regression will be saved as they loop through. Any help greatly appreciated I'm a newbie to matlab.
%Sort the Data
[rows, cols]=size(A03);
for i = 1:rows
for j = 1:cols
y=zeros(8,1)
x=zeros(8,3)
for m=1:8
y(m)=NDVI((m-1)*rows+i,j)
x(m,1)=PET((m-1)*rows+i,j)
x(m,2)=P((m-1)*rows+i,j)
x(m,3)=Amp((m-1)*rows+i,j)
end
%Run the stepwise Regression
if sum(sum(isnan(x)),2)==0 && sum(isnan(y))==0
xx=x(:,1:3); yy=y(:,1);
[B,SE,PVAL,INMODEL,STATS,NEXTSTEP,HISTORY]=stepwisefit(xx,yy,'penter',.05);
end
end
end
0 commentaires
Réponses (1)
Guillaume
le 25 Fév 2015
The simplest way is to save your results in matrices:
B = zeros([size(A03), 3); %third dimension is the number of columns in xx
SE = zeros([size(A03), 3);
PVAL = zeros([size(A03), 3);
INMODEL = logical(zeros([size(A03), 3));
STATS = struct('source', cell(size(A03))); %other fields automatically created on first iteration
NEXTSTEP = zeros(size(A03));
HISTORY = struct('B', cell(size(A03))); %other fields automatically created on first iteration
for row = %... %note don't use i and j as variables
%...
[B(row, col, :), SE(row, col, :), PVAL(row, col, :), INMODEL(row, col, :), STATS(row, col), NEXTSTEP(row, col), HISTORY(row, col)] = stepwisefit(...);
%...
Do you actually need all the return values of stepwisefit?
0 commentaires
Voir également
Catégories
En savoir plus sur Creating and Concatenating Matrices dans Help Center et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!