How to plot single row values of 2 .mat files with linear regression line through it

I have a 2 datasets of .mat files which contain 1*418 matrix in both the .mat files how to plot the regression line for that. I have plottedd the scatter plot for it after that i couldnot able to proceed.

can any one help me.

Thank you.

Answer 1

[Reshma Nerella]

To add the regression line, you can use polyfit and polyval functions.

load SI_Aorta
load SI_Femoral
% Plot regression line
poly = polyfit(x,y,n) % n is the order of polynomial
y_val = polyval(poly,x) % find estimated values of y
hold on % to add plot to existing scatter plot
plot(x,y_val); 
hold off 

[Rik]

It is better practice to load the variables to a struct. Then it is clear where all the data is coming from.

S=load('SI_Aorta.mat');x=S.x;
S=load('SI_Femoral.mat');y=S.y;

poly = polyfit(x,y,n);% n is the order of polynomial
y_val = polyval(poly,x);% find estimated values of y using the polynomial(poly)

figure(1),clf(1)
plot(x,y,'.');
hold on
plot(x,y_val); 
hold off