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Top Articles

#TitleJournalYearCitations
1Random survival forestsAnnals of Applied Statistics20081,592
2A weakly informative default prior distribution for logistic and other regression modelsAnnals of Applied Statistics20081,335
3Pathwise coordinate optimizationAnnals of Applied Statistics20071,247
4BART: Bayesian additive regression treesAnnals of Applied Statistics20101,018
5Measuring reproducibility of high-throughput experimentsAnnals of Applied Statistics2011868
6A correlated topic model of ScienceAnnals of Applied Statistics2007827
7Robust hyperparameter estimation protects against hypervariable genes and improves power to detect differential expressionAnnals of Applied Statistics2016764
8On testing the significance of sets of genesAnnals of Applied Statistics2007652
9Predictive learning via rule ensemblesAnnals of Applied Statistics2008599
10For objective causal inference, design trumps analysisAnnals of Applied Statistics2008539
11Coordinate descent algorithms for lasso penalized regressionAnnals of Applied Statistics2008533
12Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selectionAnnals of Applied Statistics2011498
13Brownian distance covarianceAnnals of Applied Statistics2009491
14Inferring causal impact using Bayesian structural time-series modelsAnnals of Applied Statistics2015483
15Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction modelAnnals of Applied Statistics2015403
16Joint and individual variation explained (JIVE) for integrated analysis of multiple data typesAnnals of Applied Statistics2013367
17Estimating treatment effect heterogeneity in randomized program evaluationAnnals of Applied Statistics2013321
18Agnostic notes on regression adjustments to experimental data: Reexamining Freedman’s critiqueAnnals of Applied Statistics2013318
19Bayesian variable selection regression for genome-wide association studies and other large-scale problemsAnnals of Applied Statistics2011303
20Deriving chemosensitivity from cell lines: Forensic bioinformatics and reproducible research in high-throughput biologyAnnals of Applied Statistics2009251
21Modeling social networks from sampled dataAnnals of Applied Statistics2010250
22Spatially explicit models for inference about density in unmarked or partially marked populationsAnnals of Applied Statistics2013249
23Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imagingAnnals of Applied Statistics2009245
24Multilevel functional principal component analysisAnnals of Applied Statistics2009235
25Network exploration via the adaptive LASSO and SCAD penaltiesAnnals of Applied Statistics2009228
26Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecologyAnnals of Applied Statistics2010226
27A sticky HDP-HMM with application to speaker diarizationAnnals of Applied Statistics2011225
28Modeling microbial abundances and dysbiosis with beta-binomial regressionAnnals of Applied Statistics2020206
29Random-set methods identify distinct aspects of the enrichment signal in gene-set analysisAnnals of Applied Statistics2007199
30A flexible regression model for count dataAnnals of Applied Statistics2010193
31Finite-sample equivalence in statistical models for presence-only dataAnnals of Applied Statistics2013189
32Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancerAnnals of Applied Statistics2010183
33Power-law distributions in binned empirical dataAnnals of Applied Statistics2014181
34Hierarchical relational models for document networksAnnals of Applied Statistics2010174
35Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysisAnnals of Applied Statistics2013163
36Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisementsAnnals of Applied Statistics2018161
37Persistent homology analysis of brain artery treesAnnals of Applied Statistics2016160
38Extending the rank likelihood for semiparametric copula estimationAnnals of Applied Statistics2007159
39Estimating time-varying networksAnnals of Applied Statistics2010154
40Precinct or prejudice? Understanding racial disparities in New York City’s stop-and-frisk policyAnnals of Applied Statistics2016153
41Stochastic modeling in nanoscale biophysics: Subdiffusion within proteinsAnnals of Applied Statistics2008147
42SLOPE—Adaptive variable selection via convex optimizationAnnals of Applied Statistics2015146
43Estimating average causal effects under general interference, with application to a social network experimentAnnals of Applied Statistics2017145
44Time series analysis via mechanistic modelsAnnals of Applied Statistics2009144
45Smoothing proximal gradient method for general structured sparse regressionAnnals of Applied Statistics2012144
46Statistical paradises and paradoxes in big data (I): Law of large populations, big data paradox, and the 2016 US presidential electionAnnals of Applied Statistics2018143
47Classification and clustering of sequencing data using a Poisson modelAnnals of Applied Statistics2011142
48A state-space mixed membership blockmodel for dynamic network tomographyAnnals of Applied Statistics2010141
49Sparse least trimmed squares regression for analyzing high-dimensional large data setsAnnals of Applied Statistics2013140
50Random lassoAnnals of Applied Statistics2011139