Columbia University
Department of Statistics

Statistical Genetics
Research Group
 
  Group Publications

 Published or Forthcoming

  1. Lo SH, Zheng T (2002) Backward haplotype transmission association (BHTA) algorithm--a fast multiple-marker screening method. Human Heredity 53 (4):197-215.
  2. Lo SH, Liu X and Shao YZ (2003) A marginal likelihood model for family-based data. Annals of Human genetics. 67 (4):357-366
  3. Lo SH, Zheng T (2004) A demonstration and findings of a statistical approach through reanalysis of inflammatory bowel disease data. PNAS 101 (28):10386-10391
  4. Ionita I, Lo SH (2005) Multilocus linkage analysis of affected sib pairs. Human Heredity 60:227-240
  5. Zheng T, Wang H, Lo SH (2006) Backward genotype-trait association (BGTA)-based dissection of complex traits in case-control designs. Human Heredity 62:196-212.
  6. Zheng T, Lo SH (2007) A rank-based method for evaluating the reproducibility of studies with a large number of objects. In Nair, V. (ed), Advances in Statistical Modeling and Inference--Essays in Honor of Kjell A. Doksum. World Scientific, Hackensack, NJ. [ms file].
  7. Ding Y, Cong L, Ionita-Laza, I, Lo SH and Zheng T (2007) Constructing gene association network for rheumatoid arthritis using the backward genotype-trait association (BGTA) Algorithm. In "Genetic Analysis Workshop 15: Gene Expression Analysis and Approaches to Detecting Multiple Functional Loci." BMC Proceedings 1 S1:S13.
  8. Zheng T, Wang S, Cong L, Ding Y, Ionita-Laza I and Lo SH (2007) Joint study of genetic regulators for expression traits related to breast cancer. In "Genetic Analysis Workshop 15: Gene Expression Analysis and Approaches to Detecting Multiple Functional Loci." BMC Proceedings 1 S1:S10.
  9. Yan X and Zheng T (2007) Discriminant Analysis using multigene profiles in classi¯cation of breast cancer. Proceedings of the 2007 International Conference on Bionformatics and Computational Biology. (Acceptance rate: 30%. Worldcomp'07 Honorary First Runner-Up for Best Paper Award in Bioinformatics and Computational Biology.)
  10. Yan X and Zheng T (2007) Selecting informative genes for discriminant analysis using multigene expression profiles. BMC Genomics. Accepted.

 Submitted

  1. Ionita-Laza I, Ding Y, Zheng T, Cong L, Lo SH (2006) Combined Linkage and Association Analysis of the NARAC Dataset. GAW 15 contribution. Submitted.

  Technical Reports

  1. Zheng T, Wang H, Lo SH (2004) Rank-based generalized genotype-trait association algorithm for the mapping of quantitative trait loci. Technical report.
  2. Chernff H, Lo SH and Zheng T (2007) Discovering influential variables: a method of partitions. In revision.
  3. Zheng T, Lo SH, Reilly C, Blumenthal MN (2005) Genetic Analysis of Asthma Data Using the Backward Haplotype Transmission Association (BHTA) method. In preparation.