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papers
81.4K(top 5%)
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114(top 5%)
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impact factor
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88.9K
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244(top 2%)
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Top Articles

#TitleJournalYearCitations
1R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics19965,725
2R: A Language for Data Analysis and GraphicsJournal of Computational and Graphical Statistics19964,989
3General Methods for Monitoring Convergence of Iterative SimulationsJournal of Computational and Graphical Statistics19983,026
4Unbiased Recursive Partitioning: A Conditional Inference FrameworkJournal of Computational and Graphical Statistics20062,829
5General Methods for Monitoring Convergence of Iterative SimulationsJournal of Computational and Graphical Statistics19982,606
6Sparse Principal Component AnalysisJournal of Computational and Graphical Statistics20062,067
7Markov Chain Sampling Methods for Dirichlet Process Mixture ModelsJournal of Computational and Graphical Statistics20001,226
8Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space ModelsJournal of Computational and Graphical Statistics19961,122
9A Sparse-Group LassoJournal of Computational and Graphical Statistics2013913
10Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional ExpectationJournal of Computational and Graphical Statistics2015796
11Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space ModelsJournal of Computational and Graphical Statistics1996758
12The Art of Data AugmentationJournal of Computational and Graphical Statistics2001724
13Bayesian P-SplinesJournal of Computational and Graphical Statistics2004651
14Examples of Adaptive MCMCJournal of Computational and Graphical Statistics2009632
15Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects ModelJournal of Computational and Graphical Statistics1995601
16A Modified Principal Component Technique Based on the LASSOJournal of Computational and Graphical Statistics2003590
17Numerical Computation of Multivariate Normal ProbabilitiesJournal of Computational and Graphical Statistics1992553
18Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects ModelJournal of Computational and Graphical Statistics1995548
19Monte Carlo Estimation of Bayesian Credible and HPD IntervalsJournal of Computational and Graphical Statistics1999534
20Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLEJournal of Computational and Graphical Statistics2017534
21Bayesian Nonparametric Modeling for Causal InferenceJournal of Computational and Graphical Statistics2011533
22Selecting the Number of Knots for Penalized SplinesJournal of Computational and Graphical Statistics2002528
23Penalized Regressions: The Bridge versus the LassoJournal of Computational and Graphical Statistics1998515
24Covariance Tapering for Interpolation of Large Spatial DatasetsJournal of Computational and Graphical Statistics2006489
25Randomized Quantile ResidualsJournal of Computational and Graphical Statistics1996485
26Model-Based Recursive PartitioningJournal of Computational and Graphical Statistics2008477
27Optimal Full Matching and Related Designs via Network FlowsJournal of Computational and Graphical Statistics2006448
28Cluster Validation by Prediction StrengthJournal of Computational and Graphical Statistics2005428
2950 Years of Data ScienceJournal of Computational and Graphical Statistics2017398
30The Multilinear Engine: A Table-Driven, Least Squares Program for Solving Multilinear Problems, including the n-Way Parallel Factor Analysis ModelJournal of Computational and Graphical Statistics1999397
31Optimization Transfer Using Surrogate Objective FunctionsJournal of Computational and Graphical Statistics2000396
32Unsupervised Learning With Random Forest PredictorsJournal of Computational and Graphical Statistics2006379
33Inference in Curved Exponential Family Models for NetworksJournal of Computational and Graphical Statistics2006377
34The Multilinear Engine—A Table-Driven, Least Squares Program for Solving Multilinear Problems, Including then-Way Parallel Factor Analysis ModelJournal of Computational and Graphical Statistics1999359
35Penalized Survival Models and FrailtyJournal of Computational and Graphical Statistics2003355
36Comparison of Methods for Image Analysis on cDNA Microarray DataJournal of Computational and Graphical Statistics2002341
37Comparison of Multivariate Matching Methods: Structures, Distances, and AlgorithmsJournal of Computational and Graphical Statistics1993320
38Functional BoxplotsJournal of Computational and Graphical Statistics2011317
39Markov Chain Sampling Methods for Dirichlet Process Mixture ModelsJournal of Computational and Graphical Statistics2000316
40An Algorithm for a Letter-Based Representation of All-Pairwise ComparisonsJournal of Computational and Graphical Statistics2004313
41Population Monte CarloJournal of Computational and Graphical Statistics2004309
42Comparison of Multivariate Matching Methods: Structures, Distances, and AlgorithmsJournal of Computational and Graphical Statistics1993285
43Estimating Mixture of Dirichlet Process ModelsJournal of Computational and Graphical Statistics1998274
44Logic RegressionJournal of Computational and Graphical Statistics2003274
45Kernel Logistic Regression and the Import Vector MachineJournal of Computational and Graphical Statistics2005272
46Comparison of Methods for the Computation of MultivariatetProbabilitiesJournal of Computational and Graphical Statistics2002266
47A Split-Merge Markov chain Monte Carlo Procedure for the Dirichlet Process Mixture ModelJournal of Computational and Graphical Statistics2004266
48Toward a Common Framework for Statistical Analysis and DevelopmentJournal of Computational and Graphical Statistics2008257
49On the LASSO and its DualJournal of Computational and Graphical Statistics2000250
50Computational Strategies for Multivariate Linear Mixed-Effects Models With Missing ValuesJournal of Computational and Graphical Statistics2002246