Nengjun Yi

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayesian compositional generalized linear mixed models for disease prediction using microbiome data.
BMC Bioinform.
Li Zhang, Xinyan Zhang, Justin M. Leach, A. K. M. F. Rahman, Carrie R. Howell, Nengjun Yi
2020 J jnl
Fast zero-inflated negative binomial mixed modeling approach for analyzing longitudinal metagenomics data.
Bioinform.
Xinyan Zhang, Nengjun Yi
2020 J jnl
NBZIMM: negative binomial and zero-inflated mixed models, with application to microbiome/metagenomics data analysis.
BMC Bioinform.
Xinyan Zhang, Nengjun Yi
2019 J jnl
BhGLM: Bayesian hierarchical GLMs and survival models, with applications to genomics and epidemiology.
Bioinform.
Nengjun Yi, Zaixiang Tang, Xinyan Zhang, Boyi Guo
2019 J jnl
Gsslasso Cox: a Bayesian hierarchical model for predicting survival and detecting associated genes by incorporating pathway information.
BMC Bioinform.
Zaixiang Tang, Shufeng Lei, Xinyan Zhang, Zixuan Yi, Boyi Guo, Jake Y. Chen, Yueping Shen, Nengjun Yi
2018 J jnl
Group spike-and-slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information.
Bioinform.
Zaixiang Tang, Yueping Shen, Yan Li, Xinyan Zhang, Jia Wen, Chen'ao Qian, Wenzhuo Zhuang, Xinghua Shi, Nengjun Yi
2018 J jnl
Pathway-structured predictive modeling for multi-level drug response in multiple myeloma.
Bioinform.
Xinyan Zhang, Bingzong Li, Huiying Han, Sha Song, Hongxia Xu, Zixuan Yi, Yating Hong, Wenzhuo Zhuang, Nengjun Yi
2017 J jnl
Bayesian group bridge for bi-level variable selection.
Comput. Stat. Data Anal.
Himel Mallick, Nengjun Yi
2017 J jnl
Negative binomial mixed models for analyzing microbiome count data.
BMC Bioinform.
Xinyan Zhang, Himel Mallick, Zaixiang Tang, Lei Zhang, Xiangqin Cui, Andrew K. Benson, Nengjun Yi
2017 J jnl
The spike-and-slab lasso Cox model for survival prediction and associated genes detection.
Bioinform.
Zaixiang Tang, Yueping Shen, Xinyan Zhang, Nengjun Yi
2009 J jnl
Deviance information criterion (DIC) in Bayesian multiple QTL mapping.
Comput. Stat. Data Anal.
Daniel Shriner, Nengjun Yi
2007 J jnl
R/qtlbim: QTL with Bayesian Interval Mapping in experimental crosses.
Bioinform.
Brian S. Yandell, Tapan Mehta, Samprit Banerjee, Daniel Shriner, Ramprasad Venkataraman, Jee Young Moon, W. Whipple Neely, Hao Wu, Randy von Smith, Nengjun Yi