public void NoisedSlopeAndIntercept()
{
var timeSeries = Helper.CreateTimeSeries(Intercept, Slope, true);
var solver = new SimpleLinearRegression();
var model = solver.Run(timeSeries);
Assert.That(model.Intercept, Is.EqualTo(Intercept).Within(0.01), "Incorrect intercept");
Assert.That(model.Slope, Is.EqualTo(Slope).Within(0.01), "Incorrect slope");
}
public void ExactSlopeAndIntercept()
{
var timeSeries = Helper.CreateTimeSeries(Intercept, Slope);
var regression = new SimpleLinearRegression();
var model = regression.Run(timeSeries);
Assert.That(model.Intercept, Is.EqualTo(Intercept), "Incorrect intercept");
Assert.That(model.Slope, Is.EqualTo(Slope), "Incorrect slope");
}
