scientificComputing/statistics/code/lsq_error.m

function error = lsq_error(parameter, x, y)
% parameter(1) is the slope
% parameter(2) is the intercept

f_x = x .* parameter(1) + parameter(2);
error = mean((f_x - y).^2);