# | Title | Journal | Year | Citations |
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1 | Random survival forests | Annals of Applied Statistics | 2008 | 1,592 |
2 | A weakly informative default prior distribution for logistic and other regression models | Annals of Applied Statistics | 2008 | 1,335 |
3 | Pathwise coordinate optimization | Annals of Applied Statistics | 2007 | 1,247 |
4 | BART: Bayesian additive regression trees | Annals of Applied Statistics | 2010 | 1,018 |
5 | Measuring reproducibility of high-throughput experiments | Annals of Applied Statistics | 2011 | 868 |
6 | A correlated topic model of Science | Annals of Applied Statistics | 2007 | 827 |
7 | Robust hyperparameter estimation protects against hypervariable genes and improves power to detect differential expression | Annals of Applied Statistics | 2016 | 764 |
8 | On testing the significance of sets of genes | Annals of Applied Statistics | 2007 | 652 |
9 | Predictive learning via rule ensembles | Annals of Applied Statistics | 2008 | 599 |
10 | For objective causal inference, design trumps analysis | Annals of Applied Statistics | 2008 | 539 |
11 | Coordinate descent algorithms for lasso penalized regression | Annals of Applied Statistics | 2008 | 533 |
12 | Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection | Annals of Applied Statistics | 2011 | 498 |
13 | Brownian distance covariance | Annals of Applied Statistics | 2009 | 491 |
14 | Inferring causal impact using Bayesian structural time-series models | Annals of Applied Statistics | 2015 | 483 |
15 | Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model | Annals of Applied Statistics | 2015 | 403 |
16 | Joint and individual variation explained (JIVE) for integrated analysis of multiple data types | Annals of Applied Statistics | 2013 | 367 |
17 | Estimating treatment effect heterogeneity in randomized program evaluation | Annals of Applied Statistics | 2013 | 321 |
18 | Agnostic notes on regression adjustments to experimental data: Reexamining Freedman’s critique | Annals of Applied Statistics | 2013 | 318 |
19 | Bayesian variable selection regression for genome-wide association studies and other large-scale problems | Annals of Applied Statistics | 2011 | 303 |
20 | Deriving chemosensitivity from cell lines: Forensic bioinformatics and reproducible research in high-throughput biology | Annals of Applied Statistics | 2009 | 251 |
21 | Modeling social networks from sampled data | Annals of Applied Statistics | 2010 | 250 |
22 | Spatially explicit models for inference about density in unmarked or partially marked populations | Annals of Applied Statistics | 2013 | 249 |
23 | Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging | Annals of Applied Statistics | 2009 | 245 |
24 | Multilevel functional principal component analysis | Annals of Applied Statistics | 2009 | 235 |
25 | Network exploration via the adaptive LASSO and SCAD penalties | Annals of Applied Statistics | 2009 | 228 |
26 | Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology | Annals of Applied Statistics | 2010 | 226 |
27 | A sticky HDP-HMM with application to speaker diarization | Annals of Applied Statistics | 2011 | 225 |
28 | Modeling microbial abundances and dysbiosis with beta-binomial regression | Annals of Applied Statistics | 2020 | 206 |
29 | Random-set methods identify distinct aspects of the enrichment signal in gene-set analysis | Annals of Applied Statistics | 2007 | 199 |
30 | A flexible regression model for count data | Annals of Applied Statistics | 2010 | 193 |
31 | Finite-sample equivalence in statistical models for presence-only data | Annals of Applied Statistics | 2013 | 189 |
32 | Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer | Annals of Applied Statistics | 2010 | 183 |
33 | Power-law distributions in binned empirical data | Annals of Applied Statistics | 2014 | 181 |
34 | Hierarchical relational models for document networks | Annals of Applied Statistics | 2010 | 174 |
35 | Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis | Annals of Applied Statistics | 2013 | 163 |
36 | Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements | Annals of Applied Statistics | 2018 | 161 |
37 | Persistent homology analysis of brain artery trees | Annals of Applied Statistics | 2016 | 160 |
38 | Extending the rank likelihood for semiparametric copula estimation | Annals of Applied Statistics | 2007 | 159 |
39 | Estimating time-varying networks | Annals of Applied Statistics | 2010 | 154 |
40 | Precinct or prejudice? Understanding racial disparities in New York City’s stop-and-frisk policy | Annals of Applied Statistics | 2016 | 153 |
41 | Stochastic modeling in nanoscale biophysics: Subdiffusion within proteins | Annals of Applied Statistics | 2008 | 147 |
42 | SLOPE—Adaptive variable selection via convex optimization | Annals of Applied Statistics | 2015 | 146 |
43 | Estimating average causal effects under general interference, with application to a social network experiment | Annals of Applied Statistics | 2017 | 145 |
44 | Time series analysis via mechanistic models | Annals of Applied Statistics | 2009 | 144 |
45 | Smoothing proximal gradient method for general structured sparse regression | Annals of Applied Statistics | 2012 | 144 |
46 | Statistical paradises and paradoxes in big data (I): Law of large populations, big data paradox, and the 2016 US presidential election | Annals of Applied Statistics | 2018 | 143 |
47 | Classification and clustering of sequencing data using a Poisson model | Annals of Applied Statistics | 2011 | 142 |
48 | A state-space mixed membership blockmodel for dynamic network tomography | Annals of Applied Statistics | 2010 | 141 |
49 | Sparse least trimmed squares regression for analyzing high-dimensional large data sets | Annals of Applied Statistics | 2013 | 140 |
50 | Random lasso | Annals of Applied Statistics | 2011 | 139 |