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Top Articles

#TitleJournalYearCitations
1R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics19966,205
2R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics19965,823
3General Methods for Monitoring Convergence of Iterative SimulationsJournal of Computational and Graphical Statistics19983,483
4General Methods for Monitoring Convergence of Iterative SimulationsJournal of Computational and Graphical Statistics19983,061
5Unbiased Recursive Partitioning: A Conditional Inference FrameworkJournal of Computational and Graphical Statistics20062,935
6Sparse Principal Component AnalysisJournal of Computational and Graphical Statistics20062,164
7Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space ModelsJournal of Computational and Graphical Statistics19961,370
8Markov Chain Sampling Methods for Dirichlet Process Mixture ModelsJournal of Computational and Graphical Statistics20001,320
9A Sparse-Group LassoJournal of Computational and Graphical Statistics2013961
10Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional ExpectationJournal of Computational and Graphical Statistics2015912
11The Art of Data AugmentationJournal of Computational and Graphical Statistics2001772
12Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space ModelsJournal of Computational and Graphical Statistics1996767
13Bayesian P-SplinesJournal of Computational and Graphical Statistics2004670
14Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects ModelJournal of Computational and Graphical Statistics1995654
15Examples of Adaptive MCMCJournal of Computational and Graphical Statistics2009654
16Monte Carlo Estimation of Bayesian Credible and HPD IntervalsJournal of Computational and Graphical Statistics1999646
17Numerical Computation of Multivariate Normal ProbabilitiesJournal of Computational and Graphical Statistics1992621
18A Modified Principal Component Technique Based on the LASSOJournal of Computational and Graphical Statistics2003614
19Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects ModelJournal of Computational and Graphical Statistics1995610
20Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLEJournal of Computational and Graphical Statistics2017609
21Bayesian Nonparametric Modeling for Causal InferenceJournal of Computational and Graphical Statistics2011585
22Randomized Quantile ResidualsJournal of Computational and Graphical Statistics1996579
23Penalized Regressions: The Bridge versus the LassoJournal of Computational and Graphical Statistics1998578
24Selecting the Number of Knots for Penalized SplinesJournal of Computational and Graphical Statistics2002534
25Model-Based Recursive PartitioningJournal of Computational and Graphical Statistics2008508
26Covariance Tapering for Interpolation of Large Spatial DatasetsJournal of Computational and Graphical Statistics2006504
27Optimal Full Matching and Related Designs via Network FlowsJournal of Computational and Graphical Statistics2006477
28Cluster Validation by Prediction StrengthJournal of Computational and Graphical Statistics2005446
2950 Years of Data ScienceJournal of Computational and Graphical Statistics2017439
30Optimization Transfer Using Surrogate Objective FunctionsJournal of Computational and Graphical Statistics2000434
31Inference in Curved Exponential Family Models for NetworksJournal of Computational and Graphical Statistics2006406
32The Multilinear Engine: A Table-Driven, Least Squares Program for Solving Multilinear Problems, including the n-Way Parallel Factor Analysis ModelJournal of Computational and Graphical Statistics1999405
33Comparison of Multivariate Matching Methods: Structures, Distances, and AlgorithmsJournal of Computational and Graphical Statistics1993397
34Unsupervised Learning With Random Forest PredictorsJournal of Computational and Graphical Statistics2006397
35The Multilinear Engine—A Table-Driven, Least Squares Program for Solving Multilinear Problems, Including then-Way Parallel Factor Analysis ModelJournal of Computational and Graphical Statistics1999369
36Penalized Survival Models and FrailtyJournal of Computational and Graphical Statistics2003368
37Comparison of Methods for Image Analysis on cDNA Microarray DataJournal of Computational and Graphical Statistics2002342
38Functional BoxplotsJournal of Computational and Graphical Statistics2011338
39An Algorithm for a Letter-Based Representation of All-Pairwise ComparisonsJournal of Computational and Graphical Statistics2004335
40Markov Chain Sampling Methods for Dirichlet Process Mixture ModelsJournal of Computational and Graphical Statistics2000331
41Estimating Mixture of Dirichlet Process ModelsJournal of Computational and Graphical Statistics1998318
42Population Monte CarloJournal of Computational and Graphical Statistics2004315
43Comparison of Multivariate Matching Methods: Structures, Distances, and AlgorithmsJournal of Computational and Graphical Statistics1993288
44On the LASSO and its DualJournal of Computational and Graphical Statistics2000288
45Logic RegressionJournal of Computational and Graphical Statistics2003280
46Comparison of Methods for the Computation of MultivariatetProbabilitiesJournal of Computational and Graphical Statistics2002274
47Kernel Logistic Regression and the Import Vector MachineJournal of Computational and Graphical Statistics2005273
48A Split-Merge Markov chain Monte Carlo Procedure for the Dirichlet Process Mixture ModelJournal of Computational and Graphical Statistics2004272
49A Layered Grammar of GraphicsJournal of Computational and Graphical Statistics2010261
50Toward a Common Framework for Statistical Analysis and DevelopmentJournal of Computational and Graphical Statistics2008258