Title	Publication Date	Language	Citations
Exploration, normalization, and summaries of high density oligonucleotide array probe level data	2003/04/01		7,724
Adjusting batch effects in microarray expression data using empirical Bayes methods	2006/04/21	English	4,624
Sparse inverse covariance estimation with the graphical lasso	2007/12/12	English	2,840
Circular binary segmentation for the analysis of array-based DNA copy number data	2004/10/01	English	1,504
Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures	2014/12/22	English	875
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis	2009/04/17	English	800
Estimation of clinical trial success rates and related parameters	2018/01/31	English	704
Small-sample estimation of negative binomial dispersion, with applications to SAGE data	2007/07/11	English	672
Joint modelling of longitudinal measurements and event time data	2000/12/01		587
A unification of models for meta-analysis of diagnostic accuracy studies	2006/05/11	English	481
Optimal tests for rare variant effects in sequencing association studies	2012/06/14	English	474
Survival ensembles	2005/12/20	English	445
The validation of surrogate endpoints in meta-analyses of randomized experiments	2000/03/01	English	411
Frozen robust multiarray analysis (fRMA)	2010/01/22	English	411
Removing technical variability in RNA-seq data using conditional quantile normalization	2012/01/27	English	384
Experimental design for gene expression microarrays	2001/06/01		382
Detecting differential gene expression with a semiparametric hierarchical mixture method	2004/04/01	English	359
Improved statistical tests for differential gene expression by shrinking variance components estimates	2004/12/23	English	346
Regularized linear discriminant analysis and its application in microarrays	2006/04/07	English	321
Meta-analysis, funnel plots and sensitivity analysis	2000/09/01		301
Monitoring surgical performance using risk-adjusted cumulative sum charts	2000/12/01		295
Analyzing incomplete longitudinal clinical trial data	2004/07/01	English	283
Proper multivariate conditional autoregressive models for spatial data analysis	2003/01/01		275
General growth mixture modeling for randomized preventive interventions	2002/12/01		275
Using control genes to correct for unwanted variation in microarray data	2011/11/17	English	262
Estimating marginal and incremental effects on health outcomes using flexible link and variance function models	2004/12/23	English	260
Missing data and technical variability in single-cell RNA-sequencing experiments	2017/11/06	English	258
Quantile regression for longitudinal data using the asymmetric Laplace distribution	2006/04/24	English	253
Penalized loss functions for Bayesian model comparison	2008/01/21	English	238
On the bias produced by quality scores in meta-analysis, and a hierarchical view of proposed solutions	2001/12/01		230