Nengjun Yi

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 9

Top Topics

Generalized Linear Models

Negative Binomial

Predictive Modeling

Top Venues

Comput. Stat. Data Anal.

Publications

Xinyan Zhang, Nengjun Yi
NBZIMM: negative binomial and zero-inflated mixed models, with application to microbiome/metagenomics data analysis. BMC Bioinform. 21 (1) (2020)
Xinyan Zhang, Nengjun Yi
Fast zero-inflated negative binomial mixed modeling approach for analyzing longitudinal metagenomics data. Bioinform. 36 (8) (2020)
Nengjun Yi, Zaixiang Tang, Xinyan Zhang, Boyi Guo
BhGLM: Bayesian hierarchical GLMs and survival models, with applications to genomics and epidemiology. Bioinform. 35 (8) (2019)
Zaixiang Tang, Shufeng Lei, Xinyan Zhang, Zixuan Yi, Boyi Guo, Jake Y. Chen, Yueping Shen, Nengjun Yi
Gsslasso Cox: a Bayesian hierarchical model for predicting survival and detecting associated genes by incorporating pathway information. BMC Bioinform. 20 (1) (2019)
Zaixiang Tang, Yueping Shen, Yan Li, Xinyan Zhang, Jia Wen, Chen'ao Qian, Wenzhuo Zhuang, Xinghua Shi, Nengjun Yi
Group spike-and-slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information. Bioinform. 34 (6) (2018)
Xinyan Zhang, Bingzong Li, Huiying Han, Sha Song, Hongxia Xu, Zixuan Yi, Yating Hong, Wenzhuo Zhuang, Nengjun Yi
Pathway-structured predictive modeling for multi-level drug response in multiple myeloma. Bioinform. 34 (21) (2018)
Xinyan Zhang, Himel Mallick, Zaixiang Tang, Lei Zhang, Xiangqin Cui, Andrew K. Benson, Nengjun Yi
Negative binomial mixed models for analyzing microbiome count data. BMC Bioinform. 18 (1) (2017)
Himel Mallick, Nengjun Yi
Bayesian group bridge for bi-level variable selection. Comput. Stat. Data Anal. 110 (2017)
Zaixiang Tang, Yueping Shen, Xinyan Zhang, Nengjun Yi
The spike-and-slab lasso Cox model for survival prediction and associated genes detection. Bioinform. 33 (18) (2017)
Daniel Shriner, Nengjun Yi
Deviance information criterion (DIC) in Bayesian multiple QTL mapping. Comput. Stat. Data Anal. 53 (5) (2009)
Brian S. Yandell, Tapan Mehta, Samprit Banerjee, Daniel Shriner, Ramprasad Venkataraman, Jee Young Moon, W. Whipple Neely, Hao Wu, Randy von Smith, Nengjun Yi
R/qtlbim: QTL with Bayesian Interval Mapping in experimental crosses. Bioinform. 23 (5) (2007)