Asymptotic results for nonparametric regression estimators after sufficient dimension reduction estimation
Author:
Funder
Ministerio de Ciencia, Tecnología e Innovaciòòn Productiva
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s11749-024-00932-y.pdf
Reference37 articles.
1. Adragni KP, Cook RD (2009) Sufficient dimension reduction and prediction in regression. Philos Trans R Soc A: Math Phys Eng Sci 367(1906):4385–4405
2. Basa J, Cook RD, Forzani L, Marcos M (2023) Asymptotic distribution of one-component partial least squares regression estimators in high dimensions. Can J Stat 52:118–130
3. Bura E, Cook R (2001) Estimating the structural dimension of regressions via parametric inverse regression. J R Stat Soc Ser B (Stat Methodol) 63(2):393–410
4. Bura E, Duarte S, Forzani L (2016) Sufficient reductions in regressions with exponential family inverse predictors. J Am Stat Assoc 111(515):1313–1329. https://doi.org/10.1080/01621459.2015.1093944
5. Cook RD (2007) Fisher lecture: dimension reduction in regression. Stat Sci 22(1):1–26. https://doi.org/10.1214/088342306000000682
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