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Accurate Ranking of Differentially Expressed Genes by a Distribution-Free Shrinkage Approach JOURNAL ARTICLE published 23 January 2007 in Statistical Applications in Genetics and Molecular Biology |
On optimality of kernels for approximate Bayesian computation using sequential Monte Carlo JOURNAL ARTICLE published 26 January 2013 in Statistical Applications in Genetics and Molecular Biology |
Using persistent homology and dynamical distances to analyze protein binding JOURNAL ARTICLE published 1 January 2016 in Statistical Applications in Genetics and Molecular Biology |
Empirical Bayesian Selection of Hypothesis Testing Procedures for Analysis of Sequence Count Expression Data JOURNAL ARTICLE published 19 October 2012 in Statistical Applications in Genetics and Molecular Biology |
Choice of Summary Statistic Weights in Approximate Bayesian Computation JOURNAL ARTICLE published 27 January 2011 in Statistical Applications in Genetics and Molecular Biology |
Sparse factor model for co-expression networks with an application using prior biological knowledge JOURNAL ARTICLE published 1 June 2016 in Statistical Applications in Genetics and Molecular Biology Research funded by Agence Nationale de la Recherche (FatInteger ANR-11-BSV7-0004) |
Evaluation of Multiple Models to Distinguish Closely Related Forms of Disease Using DNA Microarray Data: an Application to Multiple Myeloma JOURNAL ARTICLE published 8 January 2004 in Statistical Applications in Genetics and Molecular Biology |
Adaptive Elastic-Net Sparse Principal Component Analysis for Pathway Association Testing JOURNAL ARTICLE published 24 January 2011 in Statistical Applications in Genetics and Molecular Biology |
M-quantile Regression Analysis of Temporal Gene Expression Data JOURNAL ARTICLE published 22 January 2009 in Statistical Applications in Genetics and Molecular Biology |
A New Approach for the Joint Analysis of Multiple Chip-Seq Libraries with Application to Histone Modification JOURNAL ARTICLE published 10 January 2012 in Statistical Applications in Genetics and Molecular Biology |
Estimating the Arm-Wise False Discovery Rate in Array Comparative Genomic Hybridization Experiments JOURNAL ARTICLE published 19 January 2007 in Statistical Applications in Genetics and Molecular Biology |
Genome-wide association studies with high-dimensional phenotypes JOURNAL ARTICLE published 1 January 2013 in Statistical Applications in Genetics and Molecular Biology |
A Markov random field-based approach for joint estimation of differentially expressed genes in mouse transcriptome data JOURNAL ARTICLE published 1 January 2016 in Statistical Applications in Genetics and Molecular Biology |
Approximate Sample Size Calculations with Microarray Data: An Illustration JOURNAL ARTICLE published 9 January 2006 in Statistical Applications in Genetics and Molecular Biology |
TRAB: Testing Whether Mutation Frequencies Are Above an Unknown Background JOURNAL ARTICLE published 14 January 2008 in Statistical Applications in Genetics and Molecular Biology |
Visualisation of Gene Expression Data - the GE-biplot, the Chip-plot and the Gene-plot JOURNAL ARTICLE published 4 January 2003 in Statistical Applications in Genetics and Molecular Biology |
GMEPS: a fast and efficient likelihood approach for genome-wide mediation analysis under extreme phenotype sequencing JOURNAL ARTICLE published 27 January 2022 in Statistical Applications in Genetics and Molecular Biology |
A New Order Estimator for Fixed and Variable Length Markov Models with Applications to DNA Sequence Similarity JOURNAL ARTICLE published 17 January 2006 in Statistical Applications in Genetics and Molecular Biology |
Reproducibility of biomarker identifications from mass spectrometry proteomic data in cancer studies JOURNAL ARTICLE published 27 May 2019 in Statistical Applications in Genetics and Molecular Biology |
Genetic model selection in genome-wide association studies: robust methods and the use of meta-analysis JOURNAL ARTICLE published 1 January 2013 in Statistical Applications in Genetics and Molecular Biology |