A Generic Path Algorithm for Regularized Statistical Estimation

LogConcDEAD: AnRPackage for Maximum Likelihood Estimation of a Multivariate Log-Concave Density

(2015) Madeleine Cule et al.   Journal of Statistical Software

A Path Algorithm for Constrained Estimation

(2012) Hua Zhou et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Parametrically guided generalised additive models with application to mergers and acquisitions data

(2012) Jianqing Fan et al.   JOURNAL OF NONPARAMETRIC STATISTICS

A Unified Framework for High-Dimensional Analysis of $M$-Estimators with Decomposable Regularizers

(2012) Sahand N. Negahban et al.   STATISTICAL SCIENCE

The solution path of the generalized lasso

(2011) Ryan J. Tibshirani et al.   ANNALS OF STATISTICS

An active set algorithm to estimate parameters in generalized linear models with ordered predictors

(2010) Kaspar Rufibach   COMPUTATIONAL STATISTICS & DATA ANALYSIS

An ordinary differential equation-based solution path algorithm

(2010) Yichao Wu   JOURNAL OF NONPARAMETRIC STATISTICS

Maximum likelihood estimation of a multi-dimensional log-concave density

(2010) Madeleine Cule et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Inference and Modeling with Log-concave Distributions

(2010) Guenther Walther   STATISTICAL SCIENCE

Limit distribution theory for maximum likelihood estimation of a log-concave density

(2009) Fadoua Balabdaoui et al.   ANNALS OF STATISTICS

An improved model averaging scheme for logistic regression

(2009) D. Ghosh et al.   JOURNAL OF MULTIVARIATE ANALYSIS

$\ell_1$ Trend Filtering

(2009) Seung-Jean Kim et al.   SIAM REVIEW

Efficient Computation of ℓ1Regularized Estimates in Gaussian Graphical Models

(2008) Ming Yuan   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS