Dimensionality determination: a thresholding double ridge ratio criterion

Xuehu Zhu, Tao Wang, Lixing Zhu

Popularly used eigendecomposition-based criteria such as BIC type, ratio estimation and principal component-based criterion often underdetermine model dimensionality for regression…