6.5(top 5%)
impact factor
205(top 50%)
papers
7.4K(top 20%)
citations
43(top 20%)
h-index
6.8(top 5%)
impact factor
242
all documents
8.7K
doc citations
81(top 10%)
g-index
Top Articles
| # | Title | Journal | Year | Citations |
|---|---|---|---|---|
| 1 | Probabilistic Forecasting | Annual Review of Statistics and Its Application | 2014 | 509 |
| 2 | Functional Data Analysis | Annual Review of Statistics and Its Application | 2016 | 506 |
| 3 | Bayesian Computing with INLA: A Review | Annual Review of Statistics and Its Application | 2017 | 405 |
| 4 | Finite Mixture Models | Annual Review of Statistics and Its Application | 2019 | 394 |
| 5 | Functional Regression | Annual Review of Statistics and Its Application | 2015 | 269 |
| 6 | Topological Data Analysis | Annual Review of Statistics and Its Application | 2018 | 254 |
| 7 | Statistical Aspects of Wasserstein Distances | Annual Review of Statistics and Its Application | 2019 | 243 |
| 8 | Microbiome, Metagenomics, and High-Dimensional Compositional Data Analysis | Annual Review of Statistics and Its Application | 2015 | 226 |
| 9 | Learning Deep Generative Models | Annual Review of Statistics and Its Application | 2015 | 214 |
| 10 | Algorithmic Fairness: Choices, Assumptions, and Definitions | Annual Review of Statistics and Its Application | 2021 | 202 |
| 11 | Precision Medicine | Annual Review of Statistics and Its Application | 2019 | 176 |
| 12 | On p-Values and Bayes Factors | Annual Review of Statistics and Its Application | 2018 | 167 |
| 13 | High-Dimensional Statistics with a View Toward Applications in Biology | Annual Review of Statistics and Its Application | 2014 | 154 |
| 14 | Curriculum Guidelines for Undergraduate Programs in Data Science | Annual Review of Statistics and Its Application | 2017 | 154 |
| 15 | Dynamic Treatment Regimes | Annual Review of Statistics and Its Application | 2014 | 136 |
| 16 | Risk and Uncertainty Communication | Annual Review of Statistics and Its Application | 2017 | 134 |
| 17 | Stochastic Actor-Oriented Models for Network Dynamics | Annual Review of Statistics and Its Application | 2017 | 130 |
| 18 | Convergence Diagnostics for Markov Chain Monte Carlo | Annual Review of Statistics and Its Application | 2020 | 121 |
| 19 | Statistics of Extremes | Annual Review of Statistics and Its Application | 2015 | 118 |
| 20 | Q-Learning: Theory and Applications | Annual Review of Statistics and Its Application | 2020 | 112 |
| 21 | Build, Compute, Critique, Repeat: Data Analysis with Latent Variable Models | Annual Review of Statistics and Its Application | 2014 | 111 |
| 22 | Are Survey Weights Needed? A Review of Diagnostic Tests in Regression Analysis | Annual Review of Statistics and Its Application | 2016 | 103 |
| 23 | Exposed! A Survey of Attacks on Private Data | Annual Review of Statistics and Its Application | 2017 | 103 |
| 24 | Approximate Bayesian Computation | Annual Review of Statistics and Its Application | 2019 | 98 |
| 25 | Structure Learning in Graphical Modeling | Annual Review of Statistics and Its Application | 2017 | 94 |
| 26 | Causal Structure Learning | Annual Review of Statistics and Its Application | 2018 | 80 |
| 27 | Modern Algorithms for Matching in Observational Studies | Annual Review of Statistics and Its Application | 2020 | 80 |
| 28 | Cure Models in Survival Analysis | Annual Review of Statistics and Its Application | 2018 | 76 |
| 29 | Statistical Methods in Integrative Genomics | Annual Review of Statistics and Its Application | 2016 | 75 |
| 30 | Two-Part and Related Regression Models for Longitudinal Data | Annual Review of Statistics and Its Application | 2017 | 75 |
| 31 | Bayesian Additive Regression Trees: A Review and Look Forward | Annual Review of Statistics and Its Application | 2020 | 74 |
| 32 | The Energy of Data | Annual Review of Statistics and Its Application | 2017 | 73 |
| 33 | An Overview of Joint Modeling of Time-to-Event and Longitudinal Outcomes | Annual Review of Statistics and Its Application | 2019 | 71 |
| 34 | Granger Causality: A Review and Recent Advances | Annual Review of Statistics and Its Application | 2022 | 71 |
| 35 | Estimating the Number of Species in Microbial Diversity Studies | Annual Review of Statistics and Its Application | 2014 | 68 |
| 36 | Statistical Evaluation of Forensic DNA Profile Evidence | Annual Review of Statistics and Its Application | 2014 | 65 |
| 37 | Compositional Data Analysis | Annual Review of Statistics and Its Application | 2021 | 63 |
| 38 | Structured Regularizers for High-Dimensional Problems: Statistical and Computational Issues | Annual Review of Statistics and Its Application | 2014 | 56 |
| 39 | Review of State-Space Models for Fisheries Science | Annual Review of Statistics and Its Application | 2018 | 55 |
| 40 | Particle Filters and Data Assimilation | Annual Review of Statistics and Its Application | 2018 | 55 |
| 41 | Reproducing Statistical Results | Annual Review of Statistics and Its Application | 2015 | 54 |
| 42 | Bayesian Computation Via Markov Chain Monte Carlo | Annual Review of Statistics and Its Application | 2014 | 53 |
| 43 | A Review of Generalizability and Transportability | Annual Review of Statistics and Its Application | 2023 | 50 |
| 44 | Bayes and the Law | Annual Review of Statistics and Its Application | 2016 | 48 |
| 45 | Statistical Model Choice | Annual Review of Statistics and Its Application | 2016 | 48 |
| 46 | Computational Neuroscience: Mathematical and Statistical Perspectives | Annual Review of Statistics and Its Application | 2018 | 48 |
| 47 | Calibrating the Scientific Ecosystem Through Meta-Research | Annual Review of Statistics and Its Application | 2020 | 48 |
| 48 | Statistics and Quantitative Risk Management for Banking and Insurance | Annual Review of Statistics and Its Application | 2014 | 46 |
| 49 | A Systematic Statistical Approach to Evaluating Evidence from Observational Studies | Annual Review of Statistics and Its Application | 2014 | 46 |
| 50 | Statistical Ecology | Annual Review of Statistics and Its Application | 2014 | 45 |