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Top Articles

#TitleJournalYearCitations
1Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray ExperimentsStatistical Applications in Genetics and Molecular Biology20049,992
2A General Framework for Weighted Gene Co-Expression Network AnalysisStatistical Applications in Genetics and Molecular Biology20054,608
3Super LearnerStatistical Applications in Genetics and Molecular Biology20071,139
4A Shrinkage Approach to Large-Scale Covariance Matrix Estimation and Implications for Functional GenomicsStatistical Applications in Genetics and Molecular Biology20051,128
5Permutation P-values Should Never Be Zero: Calculating Exact P-values When Permutations Are Randomly DrawnStatistical Applications in Genetics and Molecular Biology2010413
6A Sparse PLS for Variable Selection when Integrating Omics DataStatistical Applications in Genetics and Molecular Biology2008398
7Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic DataStatistical Applications in Genetics and Molecular Biology2009360
8Classifying Gene Expression Profiles from Pairwise mRNA ComparisonsStatistical Applications in Genetics and Molecular Biology2004297
9Reader ReactionStatistical Applications in Genetics and Molecular Biology2004296
10Detecting Differential Expression in RNA-sequence Data Using Quasi-likelihood with Shrunken Dispersion EstimatesStatistical Applications in Genetics and Molecular Biology2012282
11Sparse Canonical Correlation Analysis with Application to Genomic Data IntegrationStatistical Applications in Genetics and Molecular Biology2009246
12Reconstructing Gene Regulatory Networks with Bayesian Networks by Combining Expression Data with Multiple Sources of Prior KnowledgeStatistical Applications in Genetics and Molecular Biology2007204
13Random Forests for Genetic Association StudiesStatistical Applications in Genetics and Molecular Biology2011178
14PLS Dimension Reduction for Classification with Microarray DataStatistical Applications in Genetics and Molecular Biology2004160
15Approximately Sufficient Statistics and Bayesian ComputationStatistical Applications in Genetics and Molecular Biology2008151
16Dimension Reduction for Classification with Gene Expression Microarray DataStatistical Applications in Genetics and Molecular Biology2006148
17Sparse Partial Least Squares Classification for High Dimensional DataStatistical Applications in Genetics and Molecular Biology2010145
18Approximate Bayesian computation (ABC) gives exact results under the assumption of model errorStatistical Applications in Genetics and Molecular Biology2013145
19Accurate Ranking of Differentially Expressed Genes by a Distribution-Free Shrinkage ApproachStatistical Applications in Genetics and Molecular Biology2007140
20Quantifying the Association between Gene Expressions and DNA-Markers by Penalized Canonical Correlation AnalysisStatistical Applications in Genetics and Molecular Biology2008137
21Parameter estimation for the calibration and variance stabilization of microarray dataStatistical Applications in Genetics and Molecular Biology2003128
22The NBP Negative Binomial Model for Assessing Differential Gene Expression from RNA-SeqStatistical Applications in Genetics and Molecular Biology2011117
23Multiple Testing. Part I. Single-Step Procedures for Control of General Type I Error RatesStatistical Applications in Genetics and Molecular Biology2004115
24Combining Results of Microarray Experiments: A Rank Aggregation ApproachStatistical Applications in Genetics and Molecular Biology2006115
25Reproducible Research: A Bioinformatics Case StudyStatistical Applications in Genetics and Molecular Biology2005112
26High-Dimensional Regression and Variable Selection Using CAR ScoresStatistical Applications in Genetics and Molecular Biology2011104
27Comparing Spatial Maps of Human Population-Genetic Variation Using Procrustes AnalysisStatistical Applications in Genetics and Molecular Biology2010103
28Augmentation Procedures for Control of the Generalized Family-Wise Error Rate and Tail Probabilities for the Proportion of False PositivesStatistical Applications in Genetics and Molecular Biology2004102
29On Optimal Selection of Summary Statistics for Approximate Bayesian ComputationStatistical Applications in Genetics and Molecular Biology2010102
30Calculating the Statistical Significance of Changes in Pathway Activity From Gene Expression DataStatistical Applications in Genetics and Molecular Biology2004101
31Deletion/Substitution/Addition Algorithm in Learning with Applications in GenomicsStatistical Applications in Genetics and Molecular Biology2004101
32Pre-validation and inference in microarraysStatistical Applications in Genetics and Molecular Biology200298
33Inferring Dynamic Genetic Networks with Low Order IndependenciesStatistical Applications in Genetics and Molecular Biology200997
34On the Operational Characteristics of the Benjamini and Hochberg False Discovery Rate ProcedureStatistical Applications in Genetics and Molecular Biology200795
35A Comparison of Normalization Techniques for MicroRNA Microarray DataStatistical Applications in Genetics and Molecular Biology200892
36Transformations for cDNA Microarray DataStatistical Applications in Genetics and Molecular Biology200390
37Normalization, bias correction, and peak calling for ChIP-seqStatistical Applications in Genetics and Molecular Biology201290
38On optimality of kernels for approximate Bayesian computation using sequential Monte CarloStatistical Applications in Genetics and Molecular Biology201386
39On the Power of Profiles for Transcription Factor Binding Site DetectionStatistical Applications in Genetics and Molecular Biology200380
40Error Distribution for Gene Expression DataStatistical Applications in Genetics and Molecular Biology200580
41Low-Order Conditional Independence Graphs for Inferring Genetic NetworksStatistical Applications in Genetics and Molecular Biology200679
42A Two-Stage Poisson Model for Testing RNA-Seq DataStatistical Applications in Genetics and Molecular Biology201179
43A Family-Based Association Test for Repeatedly Measured Quantitative Traits Adjusting for Unknown Environmental and/or Polygenic EffectsStatistical Applications in Genetics and Molecular Biology200478
44The Generalized Odds Ratio as a Measure of Genetic Risk Effect in the Analysis and Meta-Analysis of Association StudiesStatistical Applications in Genetics and Molecular Biology201078
45The mid p-value in exact tests for Hardy-Weinberg equilibriumStatistical Applications in Genetics and Molecular Biology201378
46Super Learning: An Application to the Prediction of HIV-1 Drug ResistanceStatistical Applications in Genetics and Molecular Biology200776
47Asymptotic Optimality of Likelihood-Based Cross-ValidationStatistical Applications in Genetics and Molecular Biology200475
48Correlation Between Gene Expression Levels and Limitations of the Empirical Bayes Methodology for Finding Differentially Expressed GenesStatistical Applications in Genetics and Molecular Biology200575
49BayesMendel: an R Environment for Mendelian Risk PredictionStatistical Applications in Genetics and Molecular Biology200474
50Using persistent homology and dynamical distances to analyze protein bindingStatistical Applications in Genetics and Molecular Biology201673