Ontology highlight
ABSTRACT:
SUBMITTER: Wu Y
PROVIDER: S-EPMC3083079 | biostudies-literature | 2011
REPOSITORIES: biostudies-literature
Journal of nonparametric statistics 20110101 1
Efron, Hastie, Johnstone and Tibshirani (2004) proposed Least Angle Regression (LAR), a solution path algorithm for the least squares regression. They pointed out that a slight modification of the LAR gives the LASSO (Tibshirani, 1996) solution path. However it is largely unknown how to extend this solution path algorithm to models beyond the least squares regression. In this work, we propose an extension of the LAR for generalized linear models and the quasi-likelihood model by showing that the ...[more]