Research Profile

Min Zhang

 

MZhang

 Publications

1.      Zhang M, Zhang D, and Wells MT. (2010). Generalized thresholding estimators for high-dimensional location parameters. Statistica Sinica, to appear.

2.       Zhang M, Lin Y, Wang L, Pungpapong V, Fleet JC, and Zhang D. (2009). Case-control genome-wide association studies of rheumatoid arthritis from GAW16 using POCRE-LDA. BMC Proceedings, Suppl 7:S17.

3.       Lin Y, Zhang M, Wang L, Pungpapong V, Fleet JC, and Zhang D. (2009). Simultaneous genome-wide association studies of anti-CCP in rheumatoid arthritis using penalized orthogonal-components regression. BMC Proceedings, Suppl 7:S20.

4.      Sari Y, Zhang M, and Mechref, Y. (2009). Differential expression of proteins in fetal brains of alcohol-treated prenatally C57BL/6 mice: a proteomic investigation. Electrophoresis, to appear.

5.      Jedicka SS, Dadarlat M, Hassell T, Lin Y, Zhang M, Irazoqui P, Rickus J. (2009). Calibration of neurotransmitter release from neural cells for therapeutic implants. International Journal of Neural Systems, 19: 197-212.

 

6.      Zhang D, Lin Y, and Zhang M. (2009). Penalized orthogonal-components regression for large p small n data. Electronic Journal of Statistics, 3: 781-796.

7.      Zeng L, Salvendy G, and Zhang M. (2009). Factor structure of web site creativity. Computers in Human Behavior, 25: 568-577.

8.      Mechref Y, Hussein A., Bekesova S, Punpapong V, Zhang M, Dobrolecki LE, Hickey RJ, Hammoud ZT, Novotny MV. (2009). Quantitative serum glycomics of esophageal adenocarcinoma and other esophageal disease onsets. Journal of Proteome Research, 8: 2656-2666.

9.      Zhang M, Zhang D, and Wells MT. (2008). Variable selection with large p small n regression models: mapping QTL with epistasis. BMC Bioinformatics, 9:251.

10.  Zhang D, Huang X, Regnier F, and Zhang M. (2008). Two-dimensional correlation optimized warping algorithm for aligning GC´GC-MS data. Analytical Chemistry, 80(8): 2664-2671.

11.  Zhang D, and Zhang M. (2007). Bayesian profiling of molecular signatures to predict event times. Theoretical Biology and Medical Modelling, 4:3.

12.  Zhang, M, Strawderman, R., Cowen, M., and Wells, M.T. (2006). Bayesian Inference for a two-part hierarchical model: an application to profiling providers in managed health care. Journal of the American Statistical Association, 101: 934-945.

13.  Zhang D, Zhang M, and Wells MT. (2006). Multiplicative background correction for spotted microarrays to improve reproducibility. Genetical Research, 87: 195-206.

14.  Zhang M, Montooth KL, Wells MT, Clark AG, and Zhang D. (2005). Mapping multiple quantitative trait loci by Bayesian classification. Genetics, 169: 2305-2318.

15.  Zhang M, Wang X, Zhang D, Xu G, Dong H, Yu Y, and Han J. (2005). Orphanin FQ antagonizes the inhibition of Ca2+ currents induced by m-opioid receptors. Journal of Molecular Neuroscience, 25: 21-28.

16.  Dong H, Wang L, Zhang M, and Han J. (2005). Decreased dynorphin A (1-17) in the spinal cord of spastic rats after compressive injury. Brain Research Bulletin, 67: 189-195.

17.  The Complex Trait Consortium. (2004). The collaborative cross: a community resource for the genetic analysis of complex traits. Nature Genetics, 36(11): 1133-1137.

18.  Zhang M, Sun Q, Wan Y, Yao L, Yu Y, and Han J. (1998). OFQ reverses the opioid receptor-mediated depression of calcium current in rat dorsal root ganglion neurons. NeuroReport, 9: 2095-2098.

 

 

 

Statistical Packages

1.      2DCOW: Implement the two-dimensional correlation optimized warping algorithm proposed in Zhang, Huang, Regnier and  Zhang (2008).

2.      GEBCauchy: Implement the generalized empirical Bayes thresholding with Cauchy priors proposed in Zhang, Zhang and Wells (2009).

3.      GEBLaplace: Implement the generalized empirical Bayes thresholding with Laplace priors which is developed in a paper in preparation (see Zhang, Zhang and Wells, 2009 for GEBT).

4.      QTLBayes: Implement the Bayesian approach for QTL mapping proposed in Zhang, Montooth, Wells, Clark and Zhang (2005), which is extended in Zhang, Zhang, and Wells (2008) and another paper in preparation.