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Residual plot & Calculation of Coefficient of Determination using Regression output | MATLAB

Code:-

%Residual Concept
x=input('Enter the x coordinates');
 y=input('Enter the y coordinates');
 stem(x,y);
a=[];
for i=1:length(x)
    a=[a ; x(i) 1];
end
 c =a\y';
yR = c(1)*x + c(2); % the fitted line
r=y-yR;
stem(x,r);
hold on;
plot(x,r,'o','linewidth',5);
grid on;
r=r.^2;
rsq=1-(sum(r)/sum((y-mean(y)).^2));

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