Nengjun Yi

发表

Zero-Inflated gaussian mixed models for analyzing longitudinal microbiome data

Xinyan Zhang, Boyi Guo, Nengjun Yi, 2020, PloS one.

Negative binomial mixed models for analyzing microbiome count data

Lei Zhang, Nengjun Yi, Xiangqin Cui, 2017, BMC Bioinformatics.

Gsslasso Cox: a Bayesian hierarchical model for predicting survival and detecting associated genes by incorporating pathway information

Nengjun Yi, Xinyan Zhang, Zaixiang Tang, 2019, BMC Bioinformatics.

Statistical Methods in Precision Medicine: Employing Systems Biology for Cancer Survival Prediction

Nengjun Yi, Zaixiang Tang, Yan Li, 2015 .

The spike‐and‐slab lasso Cox model for survival prediction and associated genes detection

Nengjun Yi, Xinyan Zhang, Zaixiang Tang, 2017, Bioinform..

Hierarchical Shrinkage Priors and Model Fitting for High-dimensional Generalized Linear Models

Nengjun Yi, Shuangge Ma, Shuangge Ma, 2012, Statistical applications in genetics and molecular biology.

R/qtlbim: QTL with Bayesian Interval Mapping in experimental crosses

Hao Wu, Nengjun Yi, Ramprasad Venkataraman, 2007, Bioinform..

Deviance information criterion (DIC) in Bayesian multiple QTL mapping

Nengjun Yi, Daniel Shriner, N. Yi, 2009, Comput. Stat. Data Anal..

Fast zero-inflated negative binomial mixed modeling approach for analyzing longitudinal metagenomics data

Nengjun Yi, Xinyan Zhang, N. Yi, 2020, Bioinform..

Bayesian hierarchical negative binomial models for multivariable analyses with applications to human microbiome count data

Boyi Guo, Nengjun Yi, Amanda H Pendegraft, 2019, PloS one.

Bayesian Analysis of Genetic Interactions in Case–control Studies, with Application to Adiponectin Genes and Colorectal Cancer Risk

Nengjun Yi, Virginia G Kaklamani, Boris Pasche, 2011, Annals of human genetics.

Pathway‐structured predictive modeling for multi‐level drug response in multiple myeloma

Nengjun Yi, Xinyan Zhang, Hongxia Xu, 2018, Bioinform..

Bayesian Methods for High Dimensional Linear Models.

Nengjun Yi, Himel Mallick, N. Yi, 2013, Journal of biometrics & biostatistics.

Bayesian group bridge for bi-level variable selection

Nengjun Yi, Himel Mallick, N. Yi, 2017, Comput. Stat. Data Anal..

BhGLM: Bayesian hierarchical GLMs and survival models, with applications to genomics and epidemiology

Nengjun Yi, Xinyan Zhang, Zaixiang Tang, 2018, Bioinform..

Rare-Variant Kernel Machine Test for Longitudinal Data from Population and Family Samples

Wei Chen, Nengjun Yi, Qi Yan, 2016, Human Heredity.

A Bayesian Hierarchical Model for Detecting Haplotype-Haplotype and Haplotype-Environment Interactions in Genetic Association Studies

Nengjun Yi, Jun Li, Kui Zhang, 2011, Human Heredity.

Group spike‐and‐slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information

Nengjun Yi, Yan Li, Xinghua Shi, 2018, Bioinform..

Negative Binomial Mixed Models for Analyzing Longitudinal Microbiome Data

Nengjun Yi, Xinyan Zhang, Boyi Guo, 2018, Front. Microbiol..

Predicting multi-level drug response with gene expression profile in multiple myeloma using hierarchical ordinal regression

Nengjun Yi, Xinyan Zhang, Bingzong Li, 2018, BMC Cancer.

Hierarchical Models for Genetic Association Studies

Nengjun Yi, Himel Mallick, N. Yi, 2013 .

Incorporating spatial structure into inclusion probabilities for Bayesian variable selection in generalized linear models with the spike-and-slab elastic net.

Nengjun Yi, Justin M. Leach, Inmaculada Aban, 2022, Journal of statistical planning and inference.

Spike-and-Slab Generalized Additive Models and Scalable Algorithms for High-Dimensional Data

Nengjun Yi, Byron C. Jaeger, Boyi Guo, 2021 .

A New Bayesian Lasso.

Nengjun Yi, Himel Mallick, N. Yi, 2014, Statistics and its interface.

An EM algorithm for mapping binary disease loci: application to fibrosarcoma in a four-way cross mouse family.

Nengjun Yi, Shizhong Xu, N. Yi, 2003, Genetical research.

Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach

Xinyan Zhang, Nengjun Yi, Yan Li, 2016, Genetics.

Mapping Multiple Quantitative Trait Loci for Ordinal Traits

Nengjun Yi, Shizhong Xu, David B. Allison, 2004, Behavior genetics.

Bayesian analysis of rare variants in genetic association studies

Nengjun Yi, Degui Zhi, N. Yi, 2011, Genetic epidemiology.

A Unified Markov Chain Monte Carlo Framework for Mapping Multiple Quantitative Trait Loci

Nengjun Yi, N. Yi, 2004, Genetics.

Bayesian model choice and search strategies for mapping interacting quantitative trait Loci.

Nengjun Yi, Shizhong Xu, David B Allison, 2003, Genetics.

Stochastic search variable selection for identifying multiple quantitative trait loci.

Nengjun Yi, David B Allison, D. Allison, 2003, Genetics.

Hierarchical Generalized Linear Models for Multiple Quantitative Trait Locus Mapping

Nengjun Yi, Samprit Banerjee, N. Yi, 2009, Genetics.

Bayesian Mapping of Genomewide Interacting Quantitative Trait Loci for Ordinal Traits

Nengjun Yi, Samprit Banerjee, B. Yandell, 2007, Genetics.

An Efficient Bayesian Model Selection Approach for Interacting Quantitative Trait Loci Models With Many Effects

Nengjun Yi, Samprit Banerjee, B. Yandell, 2007, Genetics.

Polymorphisms of ADIPOQ and ADIPOR1 and prostate cancer risk.

Nengjun Yi, Kui Zhang, Kenneth Offit, 2011, Metabolism: clinical and experimental.

Candidate gene association studies: successes and failures.

Nengjun Yi, Boris Pasche, N. Yi, 2010, Current opinion in genetics & development.

Evaluation of pooled association tests for rare variant identification

Nengjun Yi, Nianjun Liu, Guimin Gao, 2011, BMC proceedings.

A Sequence Kernel Association Test for Dichotomous Traits in Family Samples under a Generalized Linear Mixed Model

Nengjun Yi, Xiangqin Cui, Hemant K. Tiwari, 2015, Human Heredity.

The role of the fat mass and obesity associated gene (FTO) in breast cancer risk

Nengjun Yi, Kui Zhang, Boris Pasche, 2011, BMC Medical Genetics.

Box–Cox transformation for QTL mapping

Nengjun Yi, Shizhong Xu, Runqing Yang, 2006, Genetica.

Kernel‐Machine Testing Coupled with a Rank‐Truncation Method for Genetic Pathway Analysis

Nengjun Yi, Xiangqin Cui, Nianjun Liu, 2014, Genetic epidemiology.

Statistical Quantification of Methylation Levels by Next-Generation Sequencing

Nengjun Yi, Degui Zhi, Guodong Wu, 2011, PloS one.

Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach

Xinyan Zhang, Nengjun Yi, Nianjun Liu, 2016 .

The Collaborative Cross, a community resource for the genetic analysis of complex traits

Nengjun Yi, Fei Zou, Karl W Broman, 2004, Nature Genetics.

Bayesian Model Selection for Genome-Wide Epistatic Quantitative Trait Loci Analysis

Nengjun Yi, David B. Allison, Gary A. Churchill, 2005, Genetics.

Mapping quantitative trait loci with epistatic effects.

Nengjun Yi, Shizhong Xu, N. Yi, 2002, Genetical research.

Statistical analysis of genetic interactions.

Nengjun Yi, N. Yi, 2010, Genetics research.

Haplotype‐Based Methods for Detecting Uncommon Causal Variants With Common SNPs

Nengjun Yi, Kui Zhang, Degui Zhi, 2012, Genetic epidemiology.

Haplotype Kernel Association Test as a Powerful Method to Identify Chromosomal Regions Harboring Uncommon Causal Variants

Nengjun Yi, Kui Zhang, Degui Zhi, 2013, Genetic epidemiology.

The Spike-and-Slab Lasso Generalized Linear Models for Prediction and Associated Genes Detection

Xinyan Zhang, Nengjun Yi, Zaixiang Tang, 2016, Genetics.