Statistical Applications in Genetics and Molecular Biology

Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments

Gordon K. Smyth · 2004 · 12K citations

Life Sciences, Biostatistics, Bayesian Biostatistics +13

A General Framework for Weighted Gene Co-Expression Network Analysis

Bin Zhang, Steve Horvath · 2005 · 6K citations

Life Sciences, Bioinformatics, Genetics +15

Super Learner

Mark J. van der Laan, Eric C. Polley, Alan Hubbard · 2007 · 1.7K citations

Computing, Computer Science, Machine Learning +9

A Shrinkage Approach to Large-Scale Covariance Matrix Estimation and Implications for Functional Genomics

Juliane Schäfer, Korbinian Strimmer · 2005 · 1.6K citations

Life Sciences, Bioinformatics, Biostatistics +13

Permutation P-values Should Never Be Zero: Calculating Exact P-values When Permutations Are Randomly Drawn

Belinda Phipson, Gordon K. Smyth · 2010 · 619 citations · Full text

Public Health, Biostatistics, Genetics +13