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Testing for a Change in Mean After Changepoint Detection.
Jewell S, Fearnhead P, Witten D. Jewell S, et al. Among authors: witten d. J R Stat Soc Series B Stat Methodol. 2022 Sep;84(4):1082-1104. doi: 10.1111/rssb.12501. Epub 2022 Apr 12. J R Stat Soc Series B Stat Methodol. 2022. PMID: 36419504 Free PMC article.
More Powerful Selective Inference for the Graph Fused Lasso.
Chen Y, Jewell S, Witten D. Chen Y, et al. Among authors: witten d. J Comput Graph Stat. 2023;32(2):577-587. doi: 10.1080/10618600.2022.2097246. Epub 2022 Sep 6. J Comput Graph Stat. 2023. PMID: 38250478 Free PMC article.
Selective Inference for Hierarchical Clustering.
Gao LL, Bien J, Witten D. Gao LL, et al. Among authors: witten d. J Am Stat Assoc. 2024;119(545):332-342. doi: 10.1080/01621459.2022.2116331. Epub 2022 Oct 11. J Am Stat Assoc. 2024. PMID: 38660582 Free PMC article.
Sparse Reduced Rank Huber Regression in High Dimensions.
Tan KM, Sun Q, Witten D. Tan KM, et al. Among authors: witten d. J Am Stat Assoc. 2023;118(544):2383-2393. doi: 10.1080/01621459.2022.2050243. Epub 2022 Apr 15. J Am Stat Assoc. 2023. PMID: 38283734 Free PMC article.
Selective inference for k-means clustering.
Chen YT, Witten DM. Chen YT, et al. Among authors: witten dm. J Mach Learn Res. 2023 May;24:152. J Mach Learn Res. 2023. PMID: 38264325 Free PMC article.
Controlling costs: Feature selection on a budget.
Yu G, Witten D, Bien J. Yu G, et al. Among authors: witten d. Stat. 2022 Dec;11(1):e427. doi: 10.1002/sta4.427. Epub 2021 Sep 30. Stat. 2022. PMID: 38250253 Free PMC article.
161 results