A Novel Bayesian Semiparametric Algorithm for Inferring Population Structure and Adjusting for Case-Control Association Tests

Author:

Majumdar Arunabha1,Bhattacharya Sourabh2,Basu Analabha3,Ghosh Saurabh1

Affiliation:

1. Human Genetics Unit; Indian Statistical Institute; Kolkata India

2. Bayesian and Interdisciplinary Research Unit; Indian Statistical Institute; Kolkata India

3. National Institute Of Biomedical Genomics; Kalyani India

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Reference20 articles.

1. Fast model based estimation of ancestries in unrelated individuals;Alexander;Genome Research,2009

2. Mixtures of Dirichlet processes with applications to nonparametric problems;Antoniak;Annals of Statistics,1974

3. A method for quantifying differentiation between populations at multi-allelic loci and its implications for investigating identity and paternity;Balding;Genetica,1995

4. Gibbs sampling based Bayesian analysis of mixtures with unknown number of components;Bhattacharya;Sankhya Series B,2008

5. Genomic control, a new approach to genetic-based association studies;Devlin;Theoretical Population Biology,2001

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