A tutorial on statistical methods for population association studies, Nature Genetics, vol.7, pp.781-790, 2006. ,
Permutation, parametric, and bootstrap tests of hypotheses, 2004. ,
Kerfdr: a semi-parametric kernel-based approach to local false discovery rate estimation, BMC Bioinformatics, vol.10, issue.1, p.84, 2009. ,
DOI : 10.1186/1471-2105-10-84
URL : https://hal.archives-ouvertes.fr/hal-01197596
Efficient Association Study Design Via Power-Optimized Tag SNP Selection, Annals of Human Genetics, vol.80, issue.4, pp.834-847, 2008. ,
DOI : 10.1111/j.1469-1809.2008.00469.x
Linkage disequilibrium mapping identifies a 390 kb region associated with CYP2D6 poor drug metabolising activity, The Pharmacogenomics Journal, vol.2, issue.3, pp.165-175, 2002. ,
DOI : 10.1038/sj.tpj.6500096
The international hapmap project, Nature, vol.426, issue.6968, pp.789-796, 2003. ,
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning), 2009. ,
Statistical advances and challenges for analyzing correlated high dimensional SNP data in genomic study for complex diseases, Statistics Surveys, vol.2, issue.0, pp.43-60, 2008. ,
DOI : 10.1214/07-SS026
Handbook of statistical genetics, pp.1238-1263, 2007. ,
Learning Hierarchical Bayesian Networks for Genome-Wide Association Studies, 19th International Conference on Computational Statistics (COMPSTAT), pp.549-556, 2010. ,
DOI : 10.1007/978-3-7908-2604-3_56
URL : https://hal.archives-ouvertes.fr/hal-00484696
Learning snp dependencies using embedded bayesian networks, IEEE Computational Systems, Bioinformatics Conference, 2006. ,
Blocks of Limited Haplotype Diversity Revealed by High-Resolution Scanning of Human Chromosome 21, Science, vol.294, issue.5547, pp.2941719-1723, 2001. ,
DOI : 10.1126/science.1065573
Haplotype block partitioning as a tool for dimensionality reduction in SNP association studies, BMC Genomics, vol.9, issue.1, p.405, 2008. ,
DOI : 10.1186/1471-2164-9-405
Probabilistic reasoning in intelligent systems : networks of plausible inference, 1988. ,
Evaluating associations of haplotypes with traits, Genetic Epidemiology, vol.72, issue.4, pp.348-364, 2004. ,
DOI : 10.1002/gepi.20037
Genetic Association Mapping via Evolution-Based Clustering of Haplotypes, PLoS Genetics, vol.310, issue.7, p.111, 2007. ,
DOI : 10.1371/journal.pgen.0030111.st002
Bayesian Graphical Models for Genomewide Association Studies, The American Journal of Human Genetics, vol.79, issue.1, pp.100-112, 2006. ,
DOI : 10.1086/505313
Latent tree models and approximate inference in bayesian networks, Machine Learning, pp.879-900, 2006. ,
Hierarchical latent class models for cluster analysis, The Journal of Machine Learning Research, vol.5, pp.697-723, 2004. ,
Efficient learning of hierarchical latent class models, Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp.585-593, 2004. ,
Clustering of SNPs by a Structural EM Algorithm, 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing, pp.147-150, 2009. ,
DOI : 10.1109/IJCBS.2009.97