Multiple Sum of Series in a Variable - Syntax Problem
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Hello,
I got a problem expressing the equations bellow, in matlab. There is a dat variable which is a 7x2 table and has values in it. I must create a function wich will have "dat" as an input and "a" as an output. So if we go to the first "symsum" of SSxy equation I want to express "for j=1 to P do the sum of series of Xj*Yj" as it is shown bellow in the code. The problem is that I got errors and I must have the syntax of symsum wrong. Can someone help me understand my mistake? Thanks for your time, appreciate your help!
dat - variable
1000 79
3000 71
9000 59
50000 49
93000 39
223000 33
510000 24
function [a]=Example(dat)
x=log10(dat(:,1));
y=dat(:,2);
P=length(dat);
syms x y
SSxy=(symsum(x(j)*y(j),j,1,P))-(((symsum(x(j),j,1,P))*(symsum(y(j),j,1,P)))/P);
SSxx=(symsum(x(j).^2,j,1,P))-(((symsum(x(j),j,1,P))^2)/P);
a=SSxy/SSxx;
end
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Accepted Answer
Jan
on 24 Mar 2021
Edited: Jan
on 24 Mar 2021
Why do you try a symbolic sum, when your input is numerical? Here a numerical summation:
function a = Example(dat)
x = log10(dat(:, 1));
y = dat(:, 2);
P = size(dat, 1); % Safer than length(dat)
% X.' * y is the dot product, same as sum(x .* y)
SSxy = x.' * y - sum(x) * sumy(y) / P;
SSxx = x.' * x - sum(x)^2 / P;
a = SSxy / SSxx;
end
2 Comments
Jan
on 25 Mar 2021
symsum creates a symbolic formula. You could create it and evaluate the result for numeric input. But this is ways slower than the direct numeric summation.
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