| 1 | Inference from Iterative Simulation Using Multiple Sequences | Statistical Science | 1992 | 11,658 |
| 2 | Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy | Statistical Science | 1986 | 4,038 |
| 3 | Matching Methods for Causal Inference: A Review and a Look Forward | Statistical Science | 2010 | 3,698 |
| 4 | Design and Analysis of Computer Experiments | Statistical Science | 1989 | 3,176 |
| 5 | Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author) | Statistical Science | 2001 | 2,507 |
| 6 | Flexible smoothing with B-splines and penalties | Statistical Science | 1996 | 2,499 |
| 7 | Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors | Statistical Science | 1999 | 2,451 |
| 8 | Interval Estimation for a Binomial Proportion | Statistical Science | 2001 | 2,205 |
| 9 | Generalized Additive Models | Statistical Science | 1986 | 1,844 |
| 10 | To Explain or to Predict? | Statistical Science | 2010 | 1,794 |
| 11 | Bootstrap confidence intervals | Statistical Science | 1996 | 1,493 |
| 12 | Identification, Inference and Sensitivity Analysis for Causal Mediation Effects | Statistical Science | 2010 | 1,135 |
| 13 | Practical Markov Chain Monte Carlo | Statistical Science | 1992 | 1,087 |
| 14 | Bayesian Experimental Design: A Review | Statistical Science | 1995 | 985 |
| 15 | That BLUP is a Good Thing: The Estimation of Random Effects | Statistical Science | 1991 | 957 |
| 16 | Simulated Annealing | Statistical Science | 1993 | 869 |
| 17 | On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9 | Statistical Science | 1990 | 762 |
| 18 | A Survey of Exact Inference for Contingency Tables | Statistical Science | 1992 | 728 |
| 19 | Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data | Statistical Science | 2007 | 723 |
| 20 | Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors | Statistical Science | 2017 | 677 |
| 21 | Optimal scaling for various Metropolis-Hastings algorithms | Statistical Science | 2001 | 647 |
| 22 | Multiple Hypothesis Testing in Microarray Experiments | Statistical Science | 2003 | 610 |
| 23 | Bayesian Computation and Stochastic Systems | Statistical Science | 1995 | 588 |
| 24 | Confounding and Collapsibility in Causal Inference | Statistical Science | 1999 | 552 |
| 25 | Permutation Methods: A Basis for Exact Inference | Statistical Science | 2004 | 551 |
| 26 | Monotone Regression Splines in Action | Statistical Science | 1988 | 545 |
| 27 | Simulating normalizing constants: from importance sampling to bridge sampling to path sampling | Statistical Science | 1998 | 540 |
| 28 | Neural Networks: A Review from a Statistical Perspective | Statistical Science | 1994 | 522 |
| 29 | Boosting Algorithms: Regularization, Prediction and Model Fitting | Statistical Science | 2007 | 504 |
| 30 | Statistical Fraud Detection: A Review | Statistical Science | 2002 | 482 |
| 31 | Power prior distributions for regression models | Statistical Science | 2000 | 480 |
| 32 | Combining Probability Distributions: A Critique and an Annotated Bibliography | Statistical Science | 1986 | 472 |
| 33 | Multiple-Imputation Inferences with Uncongenial Sources of Input | Statistical Science | 1994 | 470 |
| 34 | Sensitivity Anaysis as an Ingredient of Modeling | Statistical Science | 2000 | 464 |
| 35 | Influential Observations, High Leverage Points, and Outliers in Linear Regression | Statistical Science | 1986 | 459 |
| 36 | The Philosophy of Multiple Comparisons | Statistical Science | 1991 | 453 |
| 37 | A Unified Framework for High-Dimensional Analysis of $M$-Estimators with Decomposable Regularizers | Statistical Science | 2012 | 438 |
| 38 | A Review of Accelerated Test Models | Statistical Science | 2006 | 436 |
| 39 | Markov Chain Monte Carlo Methods and the Label Switching Problem in Bayesian Mixture Modeling | Statistical Science | 2005 | 413 |
| 40 | Bioequivalence trials, intersection-union tests and equivalence confidence sets | Statistical Science | 1996 | 412 |
| 41 | Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone | Statistical Science | 1989 | 409 |
| 42 | MCMC Methods for Functions: Modifying Old Algorithms to Make Them Faster | Statistical Science | 2013 | 405 |
| 43 | The Impact of Levene’s Test of Equality of Variances on Statistical Theory and Practice | Statistical Science | 2009 | 401 |
| 44 | Statistical Modeling of Spatial Extremes | Statistical Science | 2012 | 395 |
| 45 | Density Estimation | Statistical Science | 2004 | 393 |
| 46 | Testing Precise Hypotheses | Statistical Science | 1987 | 390 |
| 47 | [Practical Markov Chain Monte Carlo]: Comment: One Long Run with Diagnostics: Implementation Strategies for Markov Chain Monte Carlo | Statistical Science | 1992 | 381 |
| 48 | A Statistical Derivation of the Significant-Digit Law | Statistical Science | 1995 | 375 |
| 49 | A Statistical Perspective on Ill-Posed Inverse Problems | Statistical Science | 1986 | 352 |
| 50 | Estimating Animal Abundance: Review III | Statistical Science | 1999 | 347 |
