Journal of Computational and Graphical Statistics
Journal of Computational and Graphical Statistics
ISSNs: 1061-8600
Additional searchable ISSN (electronic): 1537-2715
Taylor & Francis Inc., United States
Scopus rating (2023): CiteScore 3.5 SJR 1.53 SNIP 1.592
Journal
Research Output
- 2024
- Online published
Sample Efficient Nonparametric Regression via Low-Rank Regularization
Jiang, J., Peng, J. & Lian, H., 22 Nov 2024, (Online published) In: Journal of Computational and Graphical Statistics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Optimal Decorrelated Score Subsampling for High-Dimensional Generalized Linear Models Under Measurement Constraints
Shao, Y., Wang, L. & Lian, H., 5 Nov 2024, (Online published) In: Journal of Computational and Graphical Statistics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Change point detection in dynamic network via regularized tensor decomposition
Zhang, Y., Zhang, J., Sun, Y. & Wang, J., 2024, In: Journal of Computational and Graphical Statistics. 33, 2, p. 515-524 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Local Gaussian process extrapolation for BART models with applications to causal inference
Wang, M., He, J. & Hahn, P. R., 2024, In: Journal of Computational and Graphical Statistics. 33, 2, p. 724-735Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information
Wang, Z., Zhang, F., Zheng, C., Hu, X., Cai, M. & Yang, C., 2024, In: Journal of Computational and Graphical Statistics. 33, 4, p. 1339–1349 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2023
- Online published
A Simple Divide-and-Conquer-based Distributed Method for the Accelerated Failure Time Model
Chen, L., Su, J., Wan, A. T. K. & Zhou, Y., 31 Aug 2023, (Online published) In: Journal of Computational and Graphical Statistics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2022
- Published
Efficient Learning of Quadratic Variance Function Directed Acyclic Graphs via Topological Layers
Zhou, W., He, X., Zhong, W. & Wang, J., Dec 2022, In: Journal of Computational and Graphical Statistics. 31, 4, p. 1269–1279 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - 2020
BIVAS: A Scalable Bayesian Method for Bi-Level Variable Selection With Applications
Cai, M., Dai, M., Ming, J., Peng, H., Liu, J. & Yang, C., 2020, In: Journal of Computational and Graphical Statistics. 29, 1, p. 40-52Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10- 2019
Efficient Sampling for Gaussian Linear Regression With Arbitrary Priors
Hahn, P. R., He, J. & Lopes, H. F., 2019, In: Journal of Computational and Graphical Statistics. 28, 1, p. 142-154Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24- 2016
- Published
Reinforced Angle-Based Multicategory Support Vector Machines
Zhang, C., Liu, Y., Wang, J. & Zhu, H., 2 Jul 2016, In: Journal of Computational and Graphical Statistics. 25, 3, p. 806-825Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16 - 2015
Likelihood Inferences for High-Dimensional Factor Analysis of Time Series With Applications in Finance
Ng, C. T., Yau, C. Y. & Chan, N. H., 3 Jul 2015, In: Journal of Computational and Graphical Statistics. 24, 3, p. 866-884Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9- 2013
Boosting the generalized margin in cost-sensitive multiclass classification
Wang, J., 2013, In: Journal of Computational and Graphical Statistics. 22, 1, p. 178-192Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8Visualizing multiple quantile plots
Boon, M. A. A., Einmahl, J. H. J. & McKeague, I. W., 2013, In: Journal of Computational and Graphical Statistics. 22, 1, p. 69-78Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5