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Patrick Breheny
ORCID
Publication Activity (10 Years)
Years Active: 2015-2021
Publications (10 Years): 5
Top Topics
Big Data
Probability Distribution Function
Regression Model
Multiple Linear Regression
Top Venues
R J.
Comput. Stat. Data Anal.
Stat. Comput.
J. Multivar. Anal.
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Publications
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Yaohui Zeng
,
Tianbao Yang
,
Patrick Breheny
Hybrid safe-strong rules for efficient optimization in lasso-type problems.
Comput. Stat. Data Anal.
153 (2021)
Sheng Wang
,
Dale L. Zimmerman
,
Patrick Breheny
Sparsity-regularized skewness estimation for the multivariate skew normal and multivariate skew t distributions.
J. Multivar. Anal.
179 (2020)
Yaohui Zeng
,
Patrick Breheny
The biglasso Package: A Memory- and Computation-Efficient Solver for Lasso Model Fitting with Big Data in R.
R J.
12 (2) (2020)
Patrick Breheny
,
Woodrow Burchett
Visualization of Regression Models Using visreg.
R J.
9 (2) (2017)
Patrick Breheny
,
Jian Huang
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors.
Stat. Comput.
25 (2) (2015)