Exact penalty method for knot selection of B-spline regression

Author:

Yagishita ShotaroORCID,Gotoh Jun-ya

Funder

Japan Society for the Promotion of Science

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,General Engineering

Reference24 articles.

1. De Boor, C.: A Practical Guide to Splines. Springer, New York (1978)

2. O’Sullivan, F.: A statistical perspective on ill-posed inverse problems. Stat. Sci. 502–518 (1986)

3. Eilers, P.H., Marx, B.D.: Flexible smoothing with B-splines and penalties. Stat. Sci. 11(2), 89–121 (1996)

4. Goepp, V., Bouaziz, O., Nuel, G.: Spline regression with automatic knot selection. arXiv preprint arXiv:1808.01770 (2018)

5. Yagishita, S., Gotoh, J.: Exact penalization at d-stationary points of cardinality-or rank-constrained problem. arXiv preprint arXiv:2209.02315 (2022)

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