M-quantile Regression Analysis of Temporal Gene Expression Data

JOURNAL ARTICLE published 22 January 2009 in Statistical Applications in Genetics and Molecular Biology

Authors: Veronica Vinciotti | Keming Yu

Structured Antedependence Models for Functional Mapping of Multiple Longitudinal Traits

JOURNAL ARTICLE published 16 January 2005 in Statistical Applications in Genetics and Molecular Biology

Authors: Wei Zhao | Wei Hou | Ramon C. Littell | Rongling Wu

Bayesian clustering of DNA sequences using Markov chains and a stochastic partition model

JOURNAL ARTICLE published 1 January 2014 in Statistical Applications in Genetics and Molecular Biology

Authors: Väinö Jääskinen | Ville Parkkinen | Lu Cheng | Jukka Corander

TopKLists: a comprehensive R package for statistical inference, stochastic aggregation, and visualization of multiple omics ranked lists

JOURNAL ARTICLE published 1 January 2015 in Statistical Applications in Genetics and Molecular Biology

Authors: Michael G. Schimek | Eva Budinská | Karl G. Kugler | Vendula Švendová | Jie Ding | Shili Lin

Comparison of algorithms to infer genetic population structure from unlinked molecular markers

JOURNAL ARTICLE published 1 January 2014 in Statistical Applications in Genetics and Molecular Biology

Authors: Andrea Peña-Malavera | Cecilia Bruno | Elmer Fernandez | Monica Balzarini

Graph Selection with GGMselect

JOURNAL ARTICLE published 10 January 2012 in Statistical Applications in Genetics and Molecular Biology

Authors: Christophe Giraud | Sylvie Huet | Nicolas Verzelen

Increasing Power for Tests of Genetic Association in the Presence of Phenotype and/or Genotype Error by Use of Double-Sampling

JOURNAL ARTICLE published 6 January 2004 in Statistical Applications in Genetics and Molecular Biology

Authors: Derek Gordon | Yaning Yang | Chad Haynes | Stephen J Finch | Nancy R Mendell | Abraham M Brown | Vahram Haroutunian

Augmentation Procedures for Control of the Generalized Family-Wise Error Rate and Tail Probabilities for the Proportion of False Positives

JOURNAL ARTICLE published 15 January 2004 in Statistical Applications in Genetics and Molecular Biology

Authors: Mark J. van der Laan | Sandrine Dudoit | Katherine S. Pollard

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

Authors: Johanna Hardin | Michael Waddell | C. David Page | Fenghuang Zhan | Bart Barlogie | John Shaughnessy | John J Crowley

Weighted Lasso with Data Integration

JOURNAL ARTICLE published 29 January 2011 in Statistical Applications in Genetics and Molecular Biology

Authors: Linn Cecilie Bergersen | Ingrid K. Glad | Heidi Lyng

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

Authors: Rainer Opgen-Rhein | Korbinian Strimmer

Predicting Patient Survival from Longitudinal Gene Expression

JOURNAL ARTICLE published 22 January 2010 in Statistical Applications in Genetics and Molecular Biology

Authors: Yuping Zhang | Robert J. Tibshirani | Ronald W. Davis

A Multiple Testing Approach to High-Dimensional Association Studies with an Application to the Detection of Associations between Risk Factors of Heart Disease and Genetic Polymorphisms

JOURNAL ARTICLE published 28 January 2009 in Statistical Applications in Genetics and Molecular Biology

Authors: José A. Ferreira | Johannes Berkhof | Olga Souverein | Koos Zwinderman

Model Selection for Mixtures of Mutagenetic Trees

JOURNAL ARTICLE published 23 January 2006 in Statistical Applications in Genetics and Molecular Biology

Authors: Junming Yin | Niko Beerenwinkel | Jörg Rahnenführer | Thomas Lengauer

HMM-DM: identifying differentially methylated regions using a hidden Markov model

JOURNAL ARTICLE published 1 January 2016 in Statistical Applications in Genetics and Molecular Biology

Authors: Xiaoqing Yu | Shuying Sun

Permutation tests for analyzing cospeciation in multiple phylogenies: applications in tri-trophic ecology

JOURNAL ARTICLE published 1 January 2013 in Statistical Applications in Genetics and Molecular Biology

Authors: Lazarus K. Mramba | Stuart Barber | Kerstin Hommola | Lee A. Dyer | Joseph S. Wilson | Matthew L. Forister | Walter R. Gilks

An Empirical Bayesian Method for Estimating Biological Networks from Temporal Microarray Data

JOURNAL ARTICLE published 15 January 2010 in Statistical Applications in Genetics and Molecular Biology

Authors: Andrea Rau | Florence Jaffrézic | Jean-Louis Foulley | Rebecca W Doerge

Bayesian Unsupervised Learning with Multiple Data Types

JOURNAL ARTICLE published 5 January 2009 in Statistical Applications in Genetics and Molecular Biology

Authors: Phaedra Agius | Yiming Ying | Colin Campbell

Challenges for machine learning in RNA-protein interaction prediction

JOURNAL ARTICLE published 27 January 2022 in Statistical Applications in Genetics and Molecular Biology

Authors: Viplove Arora | Guido Sanguinetti

The use of vector bootstrapping to improve variable selection precision in Lasso models

JOURNAL ARTICLE published 1 August 2016 in Statistical Applications in Genetics and Molecular Biology

Research funded by European Science Foundation (EU/QLRT-2001-01254) | National Institutes of Health (R01 HD042157-01A1,1RC2 MH089951,MH081802) | European Science Foundation (EU/QLRT-2001-01254) | National Institute of Mental Health (NIMH U24 MH068457-06)

Authors: Charles Laurin | Dorret Boomsma | Gitta Lubke