Line fitting

Line fitting is the process of constructing a straight line that has the best fit to a series of data points.

Several methods exist, considering:


 * Vertical distance: Simple linear regression
 * Resistance to outliers: Robust simple linear regression
 * Perpendicular distance: Orthogonal regression
 * Weighted geometric distance: Deming regression
 * Scale invariance: Major axis regression