Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: cran: grpreg

https://packages.ecosyste.ms/registries/cran.r-project.org/packages/grpreg

Regularization Paths for Regression Models with Grouped Covariates
32 versions
Latest release: over 3 years ago
15 dependent packages
6,352 downloads last month

Papers Mentioning grpreg 19

Adaptive penalization in high-dimensional regression and classification with external covariates using variational Bayes
Cited by: 10
Author(s): Britta Velten, Wolfgang Huber
Software Mentions: 10
Published: about 5 years ago

10.1371/journal.pone.0192853

Improving stability of prediction models based on correlated omics data by using network approaches
Cited by: 5
Author(s): Renaud Tissier, Jeanine J. Houwing-Duistermaat, Mar Rodríguez-Girondo
Software Mentions: 8
Published: over 6 years ago

10.1186/s12859-020-03618-y

Accounting for grouped predictor variables or pathways in high-dimensional penalized Cox regression models
Cited by: 11
Author(s): Shaima Belhechmi, Riccardo De Bin, Federico Rotolo, Stefan Michiels
Software Mentions: 8
Published: over 4 years ago

10.1080/0886022X.2020.1810068

Prediction models for acute kidney injury in patients with gastrointestinal cancers: a real-world study based on Bayesian networks
Cited by: 14
Author(s): Yang Li, Xiaohong Chen, Ziyan Shen, Yimei Wang, Jiayue Hu, Yunlu Zhang, Jiacheng Xu, Xiaoqiang Ding
Software Mentions: 7
Published: almost 5 years ago

10.1002/gepi.20543

SNP Selection in genome-wide and candidate gene studies via penalized logistic regression
Cited by: 180
Author(s): Kristin L. Ayers, Heather J. Cordell
Software Mentions: 5
Published: almost 14 years ago

10.1186/s12882-020-01786-w

Application of group LASSO regression based Bayesian networks in risk factors exploration and disease prediction for acute kidney injury in hospitalized patients with hematologic malignancies
Cited by: 10
Author(s): Yang Li, Xiaohong Chen, Yimei Wang, Jiayue Hu, Ziyan Shen, Xiaoqiang Ding
Software Mentions: 3
Published: over 4 years ago

10.1016/j.ebiom.2019.05.043

Childhood growth and neurocognition are associated with distinct sets of metabolites
Cited by: 24
Author(s): G. Brett Moreau, Girija Ramakrishnan, Heather Cook, Todd E. Fox, Uma Nayak, Z. Jennie, E. Ross Colgate, Beth D. Kirkpatrick, Rashidul Haque, William A. Petri
Software Mentions: 3
Published: over 5 years ago

10.1038/s41598-021-97412-2

Boosting and lassoing new prostate cancer SNP risk factors and their connection to selenium
Cited by: 2
Author(s): David E. Booth, Venugopal Gopalakrishna‐Remani, Matthew Cooper, Fiona R. Green, Margaret P. Rayman
Software Mentions: 2
Published: about 3 years ago

10.1371/journal.pntd.0006363

Role of maternal health and infant inflammation in nutritional and neurodevelopmental outcomes of two-year-old Bangladeshi children
Cited by: 20
Author(s): Jeffrey R. Donowitz, Heather Cook, Masud Alam, Fahmida Tofail, Mamun Kabir, E. Ross Colgate, Marya P. Carmolli, Beth D. Kirkpatrick, Charles A. Nelson, Z. Jennie, William A. Petri
Software Mentions: 2
Published: over 6 years ago

10.1371/journal.pone.0116346

Placental Genome and Maternal-Placental Genetic Interactions: A Genome-Wide and Candidate Gene Association Study of Placental Abruption
Cited by: 27
Author(s): Marie Denis, Daniel A. Enquobahrie, Mahlet G. Tadesse, Bizu Gelaye, Sixto E. Sanchez, Manuel Salazar, Cande V. Ananth, Michelle A. Williams
Software Mentions: 2
Published: almost 10 years ago

10.3389/fpsyg.2020.00441

Exploration of Predictors for Korean Teacher Job Satisfaction via a Machine Learning Technique, Group Mnet
Cited by: 13
Author(s): Jin Eun Yoo, Minjeong Rho
Software Mentions: 2
Published: over 4 years ago

10.1371/journal.pcbi.1003101

PUMA: A Unified Framework for Penalized Multiple Regression Analysis of GWAS Data
Cited by: 41
Author(s): Gabriel E. Hoffman, Benjamin A. Logsdon, Jason G. Mezey
Software Mentions: 1
Published: over 11 years ago

10.1371/journal.pone.0094879

Development and Validation of a Prediction Model for Tube Feeding Dependence after Curative (Chemo-) Radiation in Head and Neck Cancer
Cited by: 30
Author(s): K. Wopken, H.P. Bijl, Arjen van der Schaaf, Miranda E.M.C. Christianen, O. Chouvalova, Sjoukje F. Oosting, Bernard F. A. M. van der Laan, Jan Roodenburg, C. René Leemans, Ben J. Slotman, P. Doornaert, Roel J.H.M. Steenbakkers, Irma M. Verdonck‐de Leeuw, Johannes A. Langendijk
Software Mentions: 1
Published: over 10 years ago

10.1371/journal.pcbi.1007068

Leveraging genetic interactions for adverse drug-drug interaction prediction
Cited by: 15
Author(s): Sheng Qian, Siqi Liang, Haiyuan Yu
Software Mentions: 1
Published: over 5 years ago

10.1186/1753-6561-8-S5-S7

Regularized group regression methods for genomic prediction: Bridge, MCP, SCAD, group bridge, group lasso, sparse group lasso, group MCP and group SCAD
Cited by: 27
Author(s): Joseph O. Ogutu, Hans‐Peter Piepho
Software Mentions: 1
Published: about 10 years ago

10.1186/s12957-018-1489-0

Introducing novel and comprehensive models for predicting recurrence in breast cancer using the group LASSO approach: are estimates of early and late recurrence different?
Cited by: 5
Author(s): Majid Akrami, Peyman Arasteh, Tannaz Eghbali, Hadi Raeisi Shahraki, Sedigheh Tahmasebi, Vahid Zangouri, Abbas Rezaianzadeh, Abdolrasoul Talei
Software Mentions: 1
Published: about 6 years ago

10.1186/s12888-020-02591-3

Application of group smoothly clipped absolute deviation method in identifying correlates of psychiatric distress among college students
Cited by: 4
Author(s): Mahya Arayeshgari, Leili Tapak, Ghodratollah Roshanaei, Jalal Poorolajal, Ali Ghaleiha
Software Mentions: 1
Published: over 4 years ago

10.1038/s41598-020-61197-7

Characteristics and associated factors of physical activity-related injuries among university students in southern China
Cited by: 2
Author(s): Weicong Cai, Dongchun Tang, Yang Gao, Wenda Yang, Shangmin Chen, Lijie Gao, Cun-Xian Jia, Liping Li
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pone.0105470

Blood Lead Levels and Associated Factors among Children in Guiyu of China: A Population-Based Study
Cited by: 32
Author(s): Pi Guo, Xijin Xu, Bin-Liang Huang, Di Sun, Jian Zhang, Xiaojuan Chen, Qin Zhang, Xia Huo, Yuantao Hao
Software Mentions: 1
Published: about 10 years ago