Statistical Genetics
E.
P. Xing and K.
Sohn, A
Nonparametric Bayesian Approach for
Haplotype Reconstruction from Single and
Multi-Population Data,
CMU-MLD Technical
Report
07-107.
- K.
Sohn and E.
P. Xing, Spectrum:
Joint Bayesian
Inference of Population Structure and Recombination
Event,
The Fifteenth International Conference on Intelligence Systems for
Molecular Biology (ISMB 2007).
- E.
P. Xing, M. Jordan, and R. Roded, Bayesian Haplotype
Inference via the Dirichlet Process,
Journal of Computational Biology, Volume 14, Number 3, Pp. 267-284,
2007.
- E.
P. Xing and K. Sohn, Hidden Markov Dirichlet
Process: Modeling Genetic Recombination in
Open Ancestral Space,
Bayesian Analysis, Volunn 2, Number 2, 2007. A synopsis of this
paper also appears in Bayesian Statistics 8, the Proc.
Valencia / ISBA 8th World Meeting on Bayesian Statistics.
- E. P. Xing and K. Sohn, A New Nonparametric Bayesian Model for Genetic Inference in Open Ancestral Space, CMU-MLD Technical Report 06-111.
- K. Sohn and E. P. Xing, Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space, Advances in Neural Information Processing Systems 19 (NIPS2006). (full oral presentation, top 3%)
- E.P. Xing, K. Sohn, M.I. Jordan and Y.W. Teh, Bayesian Multi-Population Haplotype Inference via a Hierarchical Dirichlet Process Mixture, Proceedings of the 23st International Conference on Machine Learning, (ICML 2006).
- E.P. Xing, R. Sharan and M.I Jordan, Bayesian Haplotype Inference via the Dirichlet Process. Proceedings of the 21st International Conference on Machine Learning (ICML2004), (eds. Greiner and Schuurmans), ACM Press, 879-886, [ps]. An earlier version of this paper also appeared as a book chapter in Lecture Notes in Bioinformatics, Special issue for 2nd RECOMB Satellite Workshop on Computational Methods for SNPs and Haplotypes, 2004. (ps).