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Found 345 Documents (Results 1–100)

An introduction to statistical learning. With applications in Python. (English) Zbl 07724265

Springer Texts in Statistics. Cham: Springer (ISBN 978-3-031-38746-3/hbk; 978-3-031-39189-7/pbk; 978-3-031-38747-0/ebook). xv, 60 p. (2023).
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Predictive statistics. Analysis and inference beyond models. (English) Zbl 1431.62003

Cambridge Series in Statistical and Probabilistic Mathematics 46. Cambridge: Cambridge University Press (ISBN 978-1-107-02828-9/hbk; 978-1-139-23600-3/ebook). xiii, 642 p. (2018).
MSC:  62-02 62A01 62M20
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A new bootstrap-based stopping criterion in PLS components construction. (English) Zbl 1366.62138

Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 239-250 (2016).
MSC:  62J05 62F40 62J12
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Correlated component regression: re-thinking regression in the presence of near collinearity. (English) Zbl 1428.62254

Abdi, Hervé (ed.) et al., New perspectives in partial least squares and related methods. Based on the presentation at the 7th partial least squares (PLS) conference, Houston, TX, USA, May 19–22, 2012. New York, NY: Springer. Springer Proc. Math. Stat. 56, 65-78 (2013).
MSC:  62H20 62J10 62J12
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