public void LeastSquares()
{
//Can't correlate with only a single datapoint
if (dataSet.Count <= 1)
{
return;
}
//Reset function values
m = 0f;
b = 0f;
nom = 0f;
den = 0f;
x_bar = XBar();
y_bar = YBar();
//Calculate nominator and denominator for m
for (int i = 0; i < dataSet.Count; i++)
{
nom += (dataSet[i].x - x_bar) * (dataSet[i].y - y_bar);
den += Mathf.Pow((dataSet[i].x - x_bar), 2);
}
m = nom / den;
b = y_bar - m * x_bar;
DrawOLS();
text.UpdateText(m, b);
}
void StoreData()
{
walkRate = 5f / energyToWalk * 100f;
reproRate = 50f / energyToReproduce * 100f;
// != null)
TextUpdate.UpdateText(myGeneration, stepsTaken, walkRate, reproRate, energyToWalk, energyToReproduce);
}