Nengjun Yi - Publications

Affiliations: 
Biostatistics University of Alabama, Birmingham, Birmingham, AL, United States 
Area:
Biostatistics Biology, Genetics

71 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhang X, Yi N. Fast Zero-Inflated Negative Binomial Mixed Modeling Approach for Analyzing Longitudinal Metagenomics Data. Bioinformatics (Oxford, England). PMID 31904815 DOI: 10.1093/Bioinformatics/Btz973  0.314
2019 Pendegraft AH, Guo B, Yi N. Bayesian hierarchical negative binomial models for multivariable analyses with applications to human microbiome count data. Plos One. 14: e0220961. PMID 31437194 DOI: 10.1371/Journal.Pone.0220961  0.337
2019 Tang Z, Lei S, Zhang X, Yi Z, Guo B, Chen JY, Shen Y, Yi N. Gsslasso Cox: a Bayesian hierarchical model for predicting survival and detecting associated genes by incorporating pathway information. Bmc Bioinformatics. 20: 94. PMID 30813883 DOI: 10.1186/S12859-019-2656-1  0.518
2019 Veturi Y, de Los Campos G, Yi N, Huang W, Vazquez AI, Kühnel B. Modeling Heterogeneity in the Genetic Architecture of Ethnically Diverse Groups Using Random Effect Interaction Models. Genetics. PMID 30796011 DOI: 10.1534/Genetics.119.301909  0.413
2018 Mallick H, Yi N. Bayesian Bridge Regression. Journal of Applied Statistics. 45: 988-1008. PMID 30906097 DOI: 10.1080/02664763.2017.1324565  0.32
2018 Yi N, Tang Z, Zhang X, Guo B. BhGLM: Bayesian hierarchical GLMs and survival models, with applications to Genomics and Epidemiology. Bioinformatics (Oxford, England). PMID 30219850 DOI: 10.1093/Bioinformatics/Bty803  0.35
2018 Zhang X, Pei YF, Zhang L, Guo B, Pendegraft AH, Zhuang W, Yi N. Negative Binomial Mixed Models for Analyzing Longitudinal Microbiome Data. Frontiers in Microbiology. 9: 1683. PMID 30093893 DOI: 10.3389/Fmicb.2018.01683  0.341
2017 Tang Z, Shen Y, Li Y, Zhang X, Wen J, Qian C, Zhuang W, Shi X, Yi N. Group Spike-and-Slab Lasso Generalized Linear Models for Disease Prediction and Associated Genes Detection by Incorporating Pathway Information. Bioinformatics (Oxford, England). PMID 29077795 DOI: 10.1093/Bioinformatics/Btx684  0.334
2017 Mallick H, Yi N. Bayesian Group Bridge for Bi-level Variable Selection. Computational Statistics & Data Analysis. 110: 115-133. PMID 28943688 DOI: 10.1016/J.Csda.2017.01.002  0.319
2017 Tang Z, Shen Y, Zhang X, Yi N. The Spike-and-Slab Lasso Cox Model for Survival Prediction and Associated Genes Detection. Bioinformatics (Oxford, England). PMID 28472220 DOI: 10.1093/Bioinformatics/Btx300  0.322
2017 Xia W, Zhu XW, Mo XB, Wu LF, Wu J, Guo YF, Zeng KQ, Wang MJ, Lin X, Qiu YH, Wang L, He P, Xie FF, Bing PF, Lu X, ... ... Yi NJ, et al. Integrative multi-omics analysis revealed SNP-lncRNA-mRNA (SLM) networks in human peripheral blood mononuclear cells. Human Genetics. PMID 28243742 DOI: 10.1007/S00439-017-1771-1  0.311
2017 Zhang X, Li Y, Akinyemiju T, Ojesina AI, Buckhaults P, Liu N, Xu B, Yi N. Pathway-Structured Predictive Model for Cancer Survival Prediction: A Two-Stage Approach. Genetics. 205: 89-100. PMID 28049703 DOI: 10.1534/Genetics.116.189191  0.336
2016 Zhu H, Xia W, Mo XB, Lin X, Qiu YH, Yi NJ, Zhang YH, Deng FY, Lei SF. Gene-Based Genome-Wide Association Analysis in European and Asian Populations Identified Novel Genes for Rheumatoid Arthritis. Plos One. 11: e0167212. PMID 27898717 DOI: 10.1371/Journal.Pone.0167212  0.307
2016 Tang Z, Shen Y, Zhang X, Yi N. The Spike-and-Slab Lasso Generalized Linear Models for Prediction and Associated Genes Detection. Genetics. PMID 27799277 DOI: 10.1534/Genetics.116.192195  0.393
2016 Yan Q, Weeks DE, Tiwari HK, Yi N, Zhang K, Gao G, Lin WY, Lou XY, Chen W, Liu N. Rare-Variant Kernel Machine Test for Longitudinal Data from Population and Family Samples. Human Heredity. 80: 126-138. PMID 27161037 DOI: 10.1159/000445057  0.307
2015 Zhang L, Shen YP, Hu WZ, Ran S, Lin Y, Lei SF, Zhang YH, Papasian CJ, Yi N, Pei YF. A new method for estimating effect size distribution and heritability from genome-wide association summary results. Human Genetics. PMID 26661625 DOI: 10.1007/S00439-015-1621-Y  0.379
2015 Yan Q, Tiwari HK, Yi N, Gao G, Zhang K, Lin WY, Lou XY, Cui X, Liu N. A Sequence Kernel Association Test for Dichotomous Traits in Family Samples under a Generalized Linear Mixed Model. Human Heredity. 79: 60-8. PMID 25791389 DOI: 10.1159/000375409  0.327
2014 Mallick H, Yi N. A New Bayesian Lasso. Statistics and Its Interface. 7: 571-582. PMID 27570577 DOI: 10.4310/Sii.2014.V7.N4.A12  0.348
2014 Yan Q, Tiwari HK, Yi N, Lin WY, Gao G, Lou XY, Cui X, Liu N. Kernel-machine testing coupled with a rank-truncation method for genetic pathway analysis. Genetic Epidemiology. 38: 447-56. PMID 24849109 DOI: 10.1002/Gepi.21813  0.403
2014 Weige CC, Birtwistle MR, Mallick H, Yi N, Berrong Z, Cloessner E, Duff K, Tidwell J, Clendenning M, Wilkerson B, Farrell C, Bunz F, Ji H, Shtutman M, Creek KE, et al. Transcriptomes and shRNA suppressors in a TP53 allele-specific model of early-onset colon cancer in African Americans. Molecular Cancer Research : McR. 12: 1029-41. PMID 24743655 DOI: 10.1158/1541-7786.Mcr-13-0286-T  0.318
2014 Yi N, Xu S, Lou XY, Mallick H. Multiple comparisons in genetic association studies: a hierarchical modeling approach. Statistical Applications in Genetics and Molecular Biology. 13: 35-48. PMID 24259248 DOI: 10.1515/Sagmb-2012-0040  0.43
2014 Li P, Tiwari HK, Lin WY, Allison DB, Chung WK, Leibel RL, Yi N, Liu N. Genetic association analysis of 30 genes related to obesity in a European American population International Journal of Obesity. 38: 724-729. DOI: 10.1038/Ijo.2013.140  0.339
2013 Mallick H, Yi N. Bayesian Methods for High Dimensional Linear Models. Journal of Biometrics & Biostatistics. 1: 005. PMID 24511433 DOI: 10.4172/2155-6180.S1-005  0.31
2013 Reddy SM, Sadim M, Li J, Yi N, Agarwal S, Mantzoros CS, Kaklamani VG. Clinical and genetic predictors of weight gain in patients diagnosed with breast cancer. British Journal of Cancer. 109: 872-81. PMID 23922112 DOI: 10.1200/Jco.2012.30.15_Suppl.1561  0.323
2013 Lin WY, Yi N, Lou XY, Zhi D, Zhang K, Gao G, Tiwari HK, Liu N. Haplotype kernel association test as a powerful method to identify chromosomal regions harboring uncommon causal variants. Genetic Epidemiology. 37: 560-70. PMID 23740760 DOI: 10.1002/Gepi.21740  0.382
2012 Yi N, Ma S. Hierarchical shrinkage priors and model fitting for high-dimensional generalized linear models. Statistical Applications in Genetics and Molecular Biology. 11. PMID 23192052 DOI: 10.1515/1544-6115.1803  0.377
2012 Vazquez AI, de los Campos G, Klimentidis YC, Rosa GJ, Gianola D, Yi N, Allison DB. A comprehensive genetic approach for improving prediction of skin cancer risk in humans. Genetics. 192: 1493-502. PMID 23051645 DOI: 10.1534/Genetics.112.141705  0.384
2012 Lin WY, Yi N, Zhi D, Zhang K, Gao G, Tiwari HK, Liu N. Haplotype-based methods for detecting uncommon causal variants with common SNPs. Genetic Epidemiology. 36: 572-82. PMID 22706849 DOI: 10.1002/Gepi.21650  0.328
2012 Banerjee S, Yi N. Identifying QTL for multiple complex traits in experimental crosses. Methods in Molecular Biology (Clifton, N.J.). 871: 205-25. PMID 22565839 DOI: 10.1007/978-1-61779-785-9_11  0.581
2012 Ma S, Huang J, Xie Y, Yi N. Identification of breast cancer prognosis markers using Integrative sparse Boosting Methods of Information in Medicine. 51: 152-161. PMID 22344268 DOI: 10.3414/Me11-02-0019  0.382
2011 Lin WY, Zhang B, Yi N, Gao G, Liu N. Evaluation of pooled association tests for rare variant identification. Bmc Proceedings. 5: S118. PMID 22373333 DOI: 10.1186/1753-6561-5-S9-S118  0.389
2011 Yi N, Liu N, Zhi D, Li J. Hierarchical generalized linear models for multiple groups of rare and common variants: jointly estimating group and individual-variant effects. Plos Genetics. 7: e1002382. PMID 22144906 DOI: 10.1371/Journal.Pgen.1002382  0.412
2011 Li J, Zhang K, Yi N. A Bayesian hierarchical model for detecting haplotype-haplotype and haplotype-environment interactions in genetic association studies. Human Heredity. 71: 148-60. PMID 21778734 DOI: 10.1159/000324841  0.398
2011 Yi N, Zhi D. Bayesian analysis of rare variants in genetic association studies. Genetic Epidemiology. 35: 57-69. PMID 21181897 DOI: 10.1002/Gepi.20554  0.418
2011 Yi N, Kaklamani VG, Pasche B. Bayesian analysis of genetic interactions in case-control studies, with application to adiponectin genes and colorectal cancer risk. Annals of Human Genetics. 75: 90-104. PMID 20846215 DOI: 10.1111/J.1469-1809.2010.00605.X  0.41
2010 Yi N. Statistical analysis of genetic interactions. Genetics Research. 92: 443-59. PMID 21429274 DOI: 10.1017/S0016672310000595  0.41
2010 Pasche B, Yi N. Candidate gene association studies: successes and failures. Current Opinion in Genetics & Development. 20: 257-61. PMID 20417090 DOI: 10.1016/J.Gde.2010.03.006  0.328
2010 Li J, Reynolds R, Pomp D, Allison DB, Yi N. Mapping interacting QTL for count phenotypes using hierarchical Poisson and binomial models: an application to reproductive traits in mice. Genetics Research. 92: 13-23. PMID 20199696 DOI: 10.1017/S0016672310000029  0.427
2010 Ankra-Badu GA, Shriner D, Le Bihan-Duval E, Mignon-Grasteau S, Pitel F, Beaumont C, Duclos MJ, Simon J, Porter TE, Vignal A, Cogburn LA, Allison DB, Yi N, Aggrey SE. Mapping main, epistatic and sex-specific QTL for body composition in a chicken population divergently selected for low or high growth rate. Bmc Genomics. 11: 107. PMID 20149241 DOI: 10.1186/1471-2164-11-107  0.364
2010 Reynolds RJ, Kelley JM, Hughes LB, Yi N, Bridges SL. Genetic association of htSNPs across the major histocompatibility complex with rheumatoid arthritis in an African-American population. Genes and Immunity. 11: 94-7. PMID 19741715 DOI: 10.1038/Gene.2009.69  0.526
2009 Shriner D, Yi N. Deviance Information Criterion (DIC) in Bayesian Multiple QTL Mapping. Computational Statistics & Data Analysis. 53: 1850-1860. PMID 20161286 DOI: 10.1016/J.Csda.2008.01.016  0.434
2009 Yi N, Banerjee S. Hierarchical generalized linear models for multiple quantitative trait locus mapping. Genetics. 181: 1101-13. PMID 19139143 DOI: 10.1534/Genetics.108.099556  0.598
2008 Ankra-Badu GA, Pomp D, Shriner D, Allison DB, Yi N. Genetic influences on growth and body composition in mice: multilocus interactions. International Journal of Obesity (2005). 33: 89-95. PMID 18982013 DOI: 10.1038/Ijo.2008.215  0.333
2008 Banerjee S, Yandell BS, Yi N. Bayesian quantitative trait loci mapping for multiple traits. Genetics. 179: 2275-89. PMID 18689903 DOI: 10.1534/Genetics.108.088427  0.6
2008 Yi N, Xu S. Bayesian LASSO for quantitative trait loci mapping. Genetics. 179: 1045-55. PMID 18505874 DOI: 10.1534/Genetics.107.085589  0.429
2008 Yi N, Shriner D. Advances in Bayesian multiple quantitative trait loci mapping in experimental crosses Heredity. 100: 240-252. PMID 17987056 DOI: 10.1038/Sj.Hdy.6801074  0.418
2007 Hsu HC, Lu L, Yi N, Van Zant G, Williams RW, Mountz JD. Quantitative trait locus (QTL) mapping in aging systems. Methods in Molecular Biology (Clifton, N.J.). 371: 321-48. PMID 17634591 DOI: 10.1007/978-1-59745-361-5_23  0.336
2007 Yi N, Banerjee S, Pomp D, Yandell BS. Bayesian mapping of genomewide interacting quantitative trait loci for ordinal traits. Genetics. 176: 1855-64. PMID 17507680 DOI: 10.1534/Genetics.107.071142  0.595
2007 Yi N, Shriner D, Banerjee S, Mehta T, Pomp D, Yandell BS. An efficient Bayesian model selection approach for interacting quantitative trait loci models with many effects. Genetics. 176: 1865-77. PMID 17483424 DOI: 10.1534/Genetics.107.071365  0.603
2007 Musani SK, Shriner D, Liu N, Feng R, Coffey CS, Yi N, Tiwari HK, Allison DB. Detection of gene x gene interactions in genome-wide association studies of human population data. Human Heredity. 63: 67-84. PMID 17283436 DOI: 10.1159/000099179  0.343
2007 Yandell BS, Mehta T, Banerjee S, Shriner D, Venkataraman R, Moon JY, Neely WW, Wu H, von Smith R, Yi N. R/qtlbim: QTL with Bayesian Interval Mapping in experimental crosses. Bioinformatics (Oxford, England). 23: 641-3. PMID 17237038 DOI: 10.1093/Bioinformatics/Btm011  0.547
2006 Musani SK, Zhang HG, Hsu HC, Yi N, Gorman BS, Allison DB, Mountz JD. Principal component analysis of quantitative trait loci for immune response to adenovirus in mice. Hereditas. 143: 189-97. PMID 17362354 DOI: 10.1111/J.2006.0018-0661.01925.X  0.347
2006 Yang R, Yi N, Xu S. Box-Cox transformation for QTL mapping. Genetica. 128: 133-43. PMID 17028946 DOI: 10.1007/S10709-005-5577-Z  0.3
2006 Yi N, Zinniel DK, Kim K, Eisen EJ, Bartolucci A, Allison DB, Pomp D. Bayesian analyses of multiple epistatic QTL models for body weight and body composition in mice. Genetical Research. 87: 45-60. PMID 16545150 DOI: 10.1017/S0016672306007944  0.319
2005 De Luca M, Yi N, Allison DB, Leips J, Ruden DM. Mapping quantitative trait loci affecting variation in Drosophila triacylglycerol storage. Obesity Research. 13: 1596-605. PMID 16222063 DOI: 10.1038/Oby.2005.196  0.385
2005 Hansen C, Yi N, Zhang YM, Xu S, Gavora J, Cheng HH. Identification of QTL for production traits in chickens. Animal Biotechnology. 16: 67-79. PMID 15926264 DOI: 10.1081/Abio-200055016  0.358
2005 Yi N, Yandell BS, Churchill GA, Allison DB, Eisen EJ, Pomp D. Bayesian model selection for genome-wide epistatic quantitative trait loci analysis. Genetics. 170: 1333-44. PMID 15911579 DOI: 10.1534/Genetics.104.040386  0.429
2004 Churchill GA, Airey DC, Allayee H, Angel JM, Attie AD, Beatty J, Beavis WD, Belknap JK, Bennett B, Berrettini W, Bleich A, Bogue M, Broman KW, Buck KJ, Buckler E, ... ... Yi N, et al. The Collaborative Cross, a community resource for the genetic analysis of complex traits. Nature Genetics. 36: 1133-7. PMID 15514660 DOI: 10.1038/Ng1104-1133  0.361
2004 Beasley TM, Yang D, Yi N, Bullard DC, Travis EL, Amos CI, Xu S, Allison DB. Joint tests for quantitative trait loci in experimental crosses. Genetics, Selection, Evolution : Gse. 36: 601-19. PMID 15496283 DOI: 10.1186/1297-9686-36-6-601  0.324
2004 Yi N, Chiu S, Allison DB, Fisler JS, Warden CH. Epistatic interaction between two nonstructural loci on chromosomes 7 and 3 influences hepatic lipase activity in BSB mice Journal of Lipid Research. 45: 2063-2070. PMID 15314098 DOI: 10.1194/Jlr.M400136-Jlr200  0.325
2004 Yi N. A unified Markov chain Monte Carlo framework for mapping multiple quantitative trait loci. Genetics. 167: 967-75. PMID 15238545 DOI: 10.1534/Genetics.104.026286  0.388
2004 Yi N, Diament A, Chiu S, Kim K, Allison DB, Fisler JS, Warden CH. Characterization of epistasis influencing complex spontaneous obesity in the BSB model Genetics. 167: 399-409. PMID 15166164 DOI: 10.1534/Genetics.167.1.399  0.311
2004 Yi N, Xu S, George V, Allison DB. Mapping multiple quantitative trait Loci for ordinal traits. Behavior Genetics. 34: 3-15. PMID 14739693 DOI: 10.1023/B:Bege.0000009473.43185.43  0.438
2003 Xu S, Yi N, Burke D, Galecki A, Miller RA. An EM algorithm for mapping binary disease loci: application to fibrosarcoma in a four-way cross mouse family. Genetical Research. 82: 127-38. PMID 14768897 DOI: 10.1017/S0016672303006414  0.373
2003 Yi N, Xu S, Allison DB. Bayesian model choice and search strategies for mapping interacting quantitative trait Loci. Genetics. 165: 867-83. PMID 14573494  0.349
2003 Hsu HC, Zhang HG, Li L, Yi N, Yang PA, Wu Q, Zhou J, Sun S, Xu X, Yang X, Lu L, Van Zant G, Williams RW, Allison DB, Mountz JD. Age-related thymic involution in C57BL/6J x DBA/2J recombinant-inbred mice maps to mouse chromosomes 9 and 10. Genes and Immunity. 4: 402-10. PMID 12944977 DOI: 10.1038/Sj.Gene.6363982  0.332
2003 Yi N, George V, Allison DB. Stochastic search variable selection for identifying multiple quantitative trait loci. Genetics. 164: 1129-38. PMID 12871920  0.335
2002 Yi N, Xu S. Linkage analysis of quantitative trait loci in multiple line crosses. Genetica. 114: 217-30. PMID 12206360 DOI: 10.1023/A:1016296225065  0.341
2002 Yi N, Xu S. Mapping quantitative trait loci with epistatic effects. Genetical Research. 79: 185-98. PMID 12073556 DOI: 10.1017/S0016672301005511  0.424
2000 Xu S, Yi N. Mixed model analysis of quantitative trait loci Proceedings of the National Academy of Sciences of the United States of America. 97: 14542-14547. PMID 11114174 DOI: 10.1073/Pnas.250235197  0.412
1999 Yi N, Xu S. Mapping quantitative trait loci for complex binary traits in outbred populations Heredity. 82: 668-676. PMID 10383689 DOI: 10.1046/J.1365-2540.1999.00529.X  0.407
Show low-probability matches.