Model II regression

On the Choice of Linear Regression Algorithms for Biological and Ecological Applications

Vasco M. N. C. S. Vieira, Joel Creed, Ricardo A. Scrosati, Anabela Santos, Georg Dutschke, Francisco Leitão, Aschwin H. Engelen, Oscar R. Huanel, Marie-Laure Guillemin, Marcos Mateus & Ramiro Neves · Annual Research & Review in Biology · 2016

Model II regression (i.e. minimizing residuals obliquely) is the adequate alternative to Model I regression by Ordinary Least Squares (i.e. minimizing residuals vertically) given the absence of well-established dependence relationships or x measured with error. Yet, it has no per...