Generic Path Algorithm for Regularized Statistical Estimation - Zhou, Hua; Wu, Yichao (Journal of the American Statistical Association, 2014)
Keywords: Algorithms; artificial intelligence; Constrained optimization; Density; Density estimation; Equality; equations; Estimating techniques; Gaussian graphical model; Generalized linear model; Generalized linear models; Graphical models; Inequality; Lasso; Learning; Least squares; Linear analysis; linear models; Linear regression; Log-concave density estimation; Mathematical vectors; Matrices; Maximum likelihood estimation; Ordinary differential equations; Penalties; Quasi-likelihoods; regression analysis; Regularization; Shape restricted regression; Solution path; Statistical estimation; Statistics; Theory and Methods; generalized linear model; log-concave density estimation; quasi-likelihoods; solution path; ordinary differential equations; lasso; regularization; Gaussian graphical model; shape restricted regression