Zhang, Hong; Shen, Judong; Wu, Zheyang A fast and accurate approximation to the distributions of quadratic forms of Gaussian variables. (English) Zbl 07546479 J. Comput. Graph. Stat. 31, No. 1, 304-311 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Zhang} et al., J. Comput. Graph. Stat. 31, No. 1, 304--311 (2022; Zbl 07546479) Full Text: DOI arXiv
McElroy, Tucker S. Frequency domain calculation of seasonal VARMA autocovariances. (English) Zbl 07546478 J. Comput. Graph. Stat. 31, No. 1, 301-303 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{T. S. McElroy}, J. Comput. Graph. Stat. 31, No. 1, 301--303 (2022; Zbl 07546478) Full Text: DOI
Min, Keqian; Mai, Qing; Zhang, Xin Fast and separable estimation in high-dimensional tensor Gaussian graphical models. (English) Zbl 07546477 J. Comput. Graph. Stat. 31, No. 1, 294-300 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Min} et al., J. Comput. Graph. Stat. 31, No. 1, 294--300 (2022; Zbl 07546477) Full Text: DOI
Zheng, Xiaotian; Kottas, Athanasios; Sansó, Bruno On construction and estimation of stationary mixture transition distribution models. (English) Zbl 07546476 J. Comput. Graph. Stat. 31, No. 1, 283-293 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Zheng} et al., J. Comput. Graph. Stat. 31, No. 1, 283--293 (2022; Zbl 07546476) Full Text: DOI arXiv
Ashouri, Mahsa; Hyndman, Rob J.; Shmueli, Galit Fast forecast reconciliation using linear models. (English) Zbl 07546475 J. Comput. Graph. Stat. 31, No. 1, 263-282 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Ashouri} et al., J. Comput. Graph. Stat. 31, No. 1, 263--282 (2022; Zbl 07546475) Full Text: DOI Link
Shen, Cencheng; Panda, Sambit; Vogelstein, Joshua T. The chi-square test of distance correlation. (English) Zbl 07546474 J. Comput. Graph. Stat. 31, No. 1, 254-262 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Shen} et al., J. Comput. Graph. Stat. 31, No. 1, 254--262 (2022; Zbl 07546474) Full Text: DOI arXiv
Li, Yazhe; Adams, Niall; Bellotti, Tony A relabeling approach to handling the class imbalance problem for logistic regression. (English) Zbl 07546473 J. Comput. Graph. Stat. 31, No. 1, 241-253 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Li} et al., J. Comput. Graph. Stat. 31, No. 1, 241--253 (2022; Zbl 07546473) Full Text: DOI
Liu, Xiaokang; Ma, Shujie; Chen, Kun Multivariate functional regression via nested reduced-rank regularization. (English) Zbl 07546472 J. Comput. Graph. Stat. 31, No. 1, 231-240 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Liu} et al., J. Comput. Graph. Stat. 31, No. 1, 231--240 (2022; Zbl 07546472) Full Text: DOI arXiv
Cui, Erjia; Leroux, Andrew; Smirnova, Ekaterina; Crainiceanu, Ciprian M. Fast univariate inference for longitudinal functional models. (English) Zbl 07546471 J. Comput. Graph. Stat. 31, No. 1, 219-230 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Cui} et al., J. Comput. Graph. Stat. 31, No. 1, 219--230 (2022; Zbl 07546471) Full Text: DOI
Hu, Jiaxin; Lee, Chanwoo; Wang, Miaoyan Generalized tensor decomposition with features on multiple modes. (English) Zbl 07546470 J. Comput. Graph. Stat. 31, No. 1, 204-218 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Hu} et al., J. Comput. Graph. Stat. 31, No. 1, 204--218 (2022; Zbl 07546470) Full Text: DOI arXiv
Poythress, J. C.; Ahn, Jeongyoun; Park, Cheolwoo Low-rank, orthogonally decomposable tensor regression with application to visual stimulus decoding of fMRI data. (English) Zbl 07546469 J. Comput. Graph. Stat. 31, No. 1, 190-203 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. C. Poythress} et al., J. Comput. Graph. Stat. 31, No. 1, 190--203 (2022; Zbl 07546469) Full Text: DOI
Safikhani, Abolfazl; Bai, Yue; Michailidis, George Fast and scalable algorithm for detection of structural breaks in big VAR models. (English) Zbl 07546468 J. Comput. Graph. Stat. 31, No. 1, 176-189 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Safikhani} et al., J. Comput. Graph. Stat. 31, No. 1, 176--189 (2022; Zbl 07546468) Full Text: DOI
Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina Latent network estimation and variable selection for compositional data via variational EM. (English) Zbl 07546467 J. Comput. Graph. Stat. 31, No. 1, 163-175 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Osborne} et al., J. Comput. Graph. Stat. 31, No. 1, 163--175 (2022; Zbl 07546467) Full Text: DOI arXiv
Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. The holdout randomization test for feature selection in black box models. (English) Zbl 07546466 J. Comput. Graph. Stat. 31, No. 1, 151-162 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Tansey} et al., J. Comput. Graph. Stat. 31, No. 1, 151--162 (2022; Zbl 07546466) Full Text: DOI arXiv
Seo, Beomseok; Lin, Lin; Li, Jia Block-wise variable selection for clustering via latent states of mixture models. (English) Zbl 07546465 J. Comput. Graph. Stat. 31, No. 1, 138-150 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Seo} et al., J. Comput. Graph. Stat. 31, No. 1, 138--150 (2022; Zbl 07546465) Full Text: DOI
Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group Adaptive Bayesian SLOPE: model selection with incomplete data. (English) Zbl 07546464 J. Comput. Graph. Stat. 31, No. 1, 113-137 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Jiang} et al., J. Comput. Graph. Stat. 31, No. 1, 113--137 (2022; Zbl 07546464) Full Text: DOI arXiv
Heiner, Matthew; Kottas, Athanasios Estimation and selection for high-order Markov chains with Bayesian mixture transition distribution models. (English) Zbl 07546463 J. Comput. Graph. Stat. 31, No. 1, 100-112 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Heiner} and \textit{A. Kottas}, J. Comput. Graph. Stat. 31, No. 1, 100--112 (2022; Zbl 07546463) Full Text: DOI arXiv
Hertel, Lars; Baldi, Pierre; Gillen, Daniel L. Reproducible hyperparameter optimization. (English) Zbl 07546462 J. Comput. Graph. Stat. 31, No. 1, 84-99 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Hertel} et al., J. Comput. Graph. Stat. 31, No. 1, 84--99 (2022; Zbl 07546462) Full Text: DOI
Pourmohamad, Tony; Lee, Herbert K. H. Bayesian optimization via barrier functions. (English) Zbl 07546461 J. Comput. Graph. Stat. 31, No. 1, 74-83 (2022); correction ibid. 31, No. 4, 1439 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Pourmohamad} and \textit{H. K. H. Lee}, J. Comput. Graph. Stat. 31, No. 1, 74--83 (2022; Zbl 07546461) Full Text: DOI
Bi, Jiefeng; Shen, Weining; Zhu, Weixuan Random forest adjustment for approximate Bayesian computation. (English) Zbl 07546460 J. Comput. Graph. Stat. 31, No. 1, 64-73 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Bi} et al., J. Comput. Graph. Stat. 31, No. 1, 64--73 (2022; Zbl 07546460) Full Text: DOI
Priddle, Jacob W.; Sisson, Scott A.; Frazier, David T.; Turner, Ian; Drovandi, Christopher Efficient Bayesian synthetic likelihood with whitening transformations. (English) Zbl 07546459 J. Comput. Graph. Stat. 31, No. 1, 50-63 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. W. Priddle} et al., J. Comput. Graph. Stat. 31, No. 1, 50--63 (2022; Zbl 07546459) Full Text: DOI arXiv
Laa, Ursula; Cook, Dianne; Lee, Stuart Burning sage: reversing the curse of dimensionality in the visualization of high-dimensional data. (English) Zbl 07546458 J. Comput. Graph. Stat. 31, No. 1, 40-49 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Laa} et al., J. Comput. Graph. Stat. 31, No. 1, 40--49 (2022; Zbl 07546458) Full Text: DOI arXiv
Rodu, Jordan; Kafadar, Karen The q-q boxplot. (English) Zbl 07546457 J. Comput. Graph. Stat. 31, No. 1, 26-39 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Rodu} and \textit{K. Kafadar}, J. Comput. Graph. Stat. 31, No. 1, 26--39 (2022; Zbl 07546457) Full Text: DOI
Gupta, Sayani; Hyndman, Rob J.; Cook, Dianne; Unwin, Antony Visualizing probability distributions across bivariate cyclic temporal granularities. (English) Zbl 07546456 J. Comput. Graph. Stat. 31, No. 1, 14-25 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Gupta} et al., J. Comput. Graph. Stat. 31, No. 1, 14--25 (2022; Zbl 07546456) Full Text: DOI arXiv
Hurley, Catherine B.; O’Connell, Mark; Domijan, Katarina Interactive slice visualization for exploring machine learning models. (English) Zbl 07546455 J. Comput. Graph. Stat. 31, No. 1, 1-13 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{C. B. Hurley} et al., J. Comput. Graph. Stat. 31, No. 1, 1--13 (2022; Zbl 07546455) Full Text: DOI arXiv