2.1(top 20%)
impact factor
2.0K(top 10%)
papers
81.4K(top 5%)
citations
114(top 5%)
h-index
2.1(top 20%)
impact factor
2.4K
all documents
88.9K
doc citations
244(top 2%)
g-index
Top Articles
# | Title | Journal | Year | Citations |
---|---|---|---|---|
1 | R: A Language for Data Analysis and Graphics | Journal of Computational and Graphical Statistics | 1996 | 5,725 |
2 | R: A Language for Data Analysis and Graphics | Journal of Computational and Graphical Statistics | 1996 | 4,989 |
3 | General Methods for Monitoring Convergence of Iterative Simulations | Journal of Computational and Graphical Statistics | 1998 | 3,026 |
4 | Unbiased Recursive Partitioning: A Conditional Inference Framework | Journal of Computational and Graphical Statistics | 2006 | 2,829 |
5 | General Methods for Monitoring Convergence of Iterative Simulations | Journal of Computational and Graphical Statistics | 1998 | 2,606 |
6 | Sparse Principal Component Analysis | Journal of Computational and Graphical Statistics | 2006 | 2,067 |
7 | Markov Chain Sampling Methods for Dirichlet Process Mixture Models | Journal of Computational and Graphical Statistics | 2000 | 1,226 |
8 | Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models | Journal of Computational and Graphical Statistics | 1996 | 1,122 |
9 | A Sparse-Group Lasso | Journal of Computational and Graphical Statistics | 2013 | 913 |
10 | Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation | Journal of Computational and Graphical Statistics | 2015 | 796 |
11 | Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models | Journal of Computational and Graphical Statistics | 1996 | 758 |
12 | The Art of Data Augmentation | Journal of Computational and Graphical Statistics | 2001 | 724 |
13 | Bayesian P-Splines | Journal of Computational and Graphical Statistics | 2004 | 651 |
14 | Examples of Adaptive MCMC | Journal of Computational and Graphical Statistics | 2009 | 632 |
15 | Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects Model | Journal of Computational and Graphical Statistics | 1995 | 601 |
16 | A Modified Principal Component Technique Based on the LASSO | Journal of Computational and Graphical Statistics | 2003 | 590 |
17 | Numerical Computation of Multivariate Normal Probabilities | Journal of Computational and Graphical Statistics | 1992 | 553 |
18 | Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects Model | Journal of Computational and Graphical Statistics | 1995 | 548 |
19 | Monte Carlo Estimation of Bayesian Credible and HPD Intervals | Journal of Computational and Graphical Statistics | 1999 | 534 |
20 | Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE | Journal of Computational and Graphical Statistics | 2017 | 534 |
21 | Bayesian Nonparametric Modeling for Causal Inference | Journal of Computational and Graphical Statistics | 2011 | 533 |
22 | Selecting the Number of Knots for Penalized Splines | Journal of Computational and Graphical Statistics | 2002 | 528 |
23 | Penalized Regressions: The Bridge versus the Lasso | Journal of Computational and Graphical Statistics | 1998 | 515 |
24 | Covariance Tapering for Interpolation of Large Spatial Datasets | Journal of Computational and Graphical Statistics | 2006 | 489 |
25 | Randomized Quantile Residuals | Journal of Computational and Graphical Statistics | 1996 | 485 |
26 | Model-Based Recursive Partitioning | Journal of Computational and Graphical Statistics | 2008 | 477 |
27 | Optimal Full Matching and Related Designs via Network Flows | Journal of Computational and Graphical Statistics | 2006 | 448 |
28 | Cluster Validation by Prediction Strength | Journal of Computational and Graphical Statistics | 2005 | 428 |
29 | 50 Years of Data Science | Journal of Computational and Graphical Statistics | 2017 | 398 |
30 | The Multilinear Engine: A Table-Driven, Least Squares Program for Solving Multilinear Problems, including the n-Way Parallel Factor Analysis Model | Journal of Computational and Graphical Statistics | 1999 | 397 |
31 | Optimization Transfer Using Surrogate Objective Functions | Journal of Computational and Graphical Statistics | 2000 | 396 |
32 | Unsupervised Learning With Random Forest Predictors | Journal of Computational and Graphical Statistics | 2006 | 379 |
33 | Inference in Curved Exponential Family Models for Networks | Journal of Computational and Graphical Statistics | 2006 | 377 |
34 | The Multilinear Engine—A Table-Driven, Least Squares Program for Solving Multilinear Problems, Including then-Way Parallel Factor Analysis Model | Journal of Computational and Graphical Statistics | 1999 | 359 |
35 | Penalized Survival Models and Frailty | Journal of Computational and Graphical Statistics | 2003 | 355 |
36 | Comparison of Methods for Image Analysis on cDNA Microarray Data | Journal of Computational and Graphical Statistics | 2002 | 341 |
37 | Comparison of Multivariate Matching Methods: Structures, Distances, and Algorithms | Journal of Computational and Graphical Statistics | 1993 | 320 |
38 | Functional Boxplots | Journal of Computational and Graphical Statistics | 2011 | 317 |
39 | Markov Chain Sampling Methods for Dirichlet Process Mixture Models | Journal of Computational and Graphical Statistics | 2000 | 316 |
40 | An Algorithm for a Letter-Based Representation of All-Pairwise Comparisons | Journal of Computational and Graphical Statistics | 2004 | 313 |
41 | Population Monte Carlo | Journal of Computational and Graphical Statistics | 2004 | 309 |
42 | Comparison of Multivariate Matching Methods: Structures, Distances, and Algorithms | Journal of Computational and Graphical Statistics | 1993 | 285 |
43 | Estimating Mixture of Dirichlet Process Models | Journal of Computational and Graphical Statistics | 1998 | 274 |
44 | Logic Regression | Journal of Computational and Graphical Statistics | 2003 | 274 |
45 | Kernel Logistic Regression and the Import Vector Machine | Journal of Computational and Graphical Statistics | 2005 | 272 |
46 | Comparison of Methods for the Computation of MultivariatetProbabilities | Journal of Computational and Graphical Statistics | 2002 | 266 |
47 | A Split-Merge Markov chain Monte Carlo Procedure for the Dirichlet Process Mixture Model | Journal of Computational and Graphical Statistics | 2004 | 266 |
48 | Toward a Common Framework for Statistical Analysis and Development | Journal of Computational and Graphical Statistics | 2008 | 257 |
49 | On the LASSO and its Dual | Journal of Computational and Graphical Statistics | 2000 | 250 |
50 | Computational Strategies for Multivariate Linear Mixed-Effects Models With Missing Values | Journal of Computational and Graphical Statistics | 2002 | 246 |