Does the Best-Fitting Curve Always Exist?
Nikolai Ivanovich Chernov, Qiu-Chi Huang, Hui Ma · ISRN Probability and Statistics · 2012
Fitting geometric shapes to observed data points (images) is a popular task in computer vision and modern statistics (errors-in-variables regression). We investigate the problem of existence of the best fit using geometric and probabilistic approaches.