Winn-Nuñez, Emily T.; Griffin, Maryclare; Crawford, Lorin A simple approach for local and global variable importance in nonlinear regression models. (English) Zbl 1543.62219 Comput. Stat. Data Anal. 194, Article ID 107914, 18 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Klieber, Karin Non-linear dimension reduction in factor-augmented vector autoregressions. (English) Zbl 07868287 J. Econ. Dyn. Control 159, Article ID 104800, 29 p. (2024). MSC: 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Clark, Todd E.; Huber, Florian; Koop, Gary; Marcellino, Massimiliano; Pfarrhofer, Michael Tail forecasting with multivariate Bayesian additive regression trees. (English) Zbl 07766762 Int. Econ. Rev. 64, No. 3, 979-1022 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Huber, Florian; Koop, Gary; Onorante, Luca; Pfarrhofer, Michael; Schreiner, Josef Nowcasting in a pandemic using non-parametric mixed frequency VARs. (English) Zbl 07633056 J. Econom. 232, No. 1, 52-69 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Woody, Spencer; Carvalho, Carlos M.; Murray, Jared S. Model interpretation through lower-dimensional posterior summarization. (English) Zbl 07499889 J. Comput. Graph. Stat. 30, No. 1, 144-161 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Bruce; Sudijono, Timothy; Kirveslahti, Henry; Gao, Tingran; Boyer, Douglas M.; Mukherjee, Sayan; Crawford, Lorin A statistical pipeline for identifying physical features that differentiate classes of 3D shapes. (English) Zbl 1478.62390 Ann. Appl. Stat. 15, No. 2, 638-661 (2021). MSC: 62R40 62P10 62H35 60G15 92D15 × Cite Format Result Cite Review PDF Full Text: DOI
Crawford, Lorin; Monod, Anthea; Chen, Andrew X.; Mukherjee, Sayan; Rabadán, Raúl Predicting clinical outcomes in glioblastoma: an application of topological and functional data analysis. (English) Zbl 1441.62316 J. Am. Stat. Assoc. 115, No. 531, 1139-1150 (2020). MSC: 62P10 62R40 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Yang, Aijun; Tian, Yuzhu; Li, Yunxian; Lin, Jinguan Sparse Bayesian variable selection in kernel probit model for analyzing high-dimensional data. (English) Zbl 1505.62429 Comput. Stat. 35, No. 1, 245-258 (2020). MSC: 62-08 62F15 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Crawford, Lorin; Flaxman, Seth R.; Runcie, Daniel E.; West, Mike Variable prioritization in nonlinear black box methods: a genetic association case study. (English) Zbl 1423.62062 Ann. Appl. Stat. 13, No. 2, 958-989 (2019). MSC: 62J02 62P10 60G15 92D10 62H20 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Choiruddin, Achmad; Coeurjolly, Jean-François; Letué, Frédérique Convex and non-convex regularization methods for spatial point processes intensity estimation. (English) Zbl 1473.62324 Electron. J. Stat. 12, No. 1, 1210-1255 (2018). MSC: 62M30 60G55 62J07 62P12 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid