Patrick Breheny
- Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors
2013/11/04 by Patrick Breheny, Jian Huang · 6 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Face and Expression Recognition #Statistical Methods and Inference
- The biglasso Package: A Memory- and Computation-Efficient Solver for Lasso Model Fitting with Big Data in R
2017/01/20 by Yaohui Zeng, Zeng, Yaohui, Patrick Breheny +1 · 6 citations
Computer Science · Mathematics · #Machine Learning and Data Classification #Statistical Methods and Inference #Data Analysis with R
- A Selective Review of Group Selection in High-Dimensional Models
2012/11/01 by Jian Huang, Patrick Breheny, Shuangge Ma · 3 citations
- Cross validation approaches for penalized Cox regression
2019/05/24 by Biyue Dai, Dai, Biyue, Patrick Breheny +1 · 1 citation
Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference