Assuming you are calculating x and xhat in a loop with an index variable(e.g. k), then
err(k)=sqrt(sum(x(1:k,1)-xhat(1:k,1))^2/k);
t(k) = dt*k; %simulation time, where dt is time for one increment of loop
%outside of loop:
plot(err,t)
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