Splines, knots, and penalties

By Paul H. C. Eilers, Brian D. Marx. 2010

317 citations recorded by the source corpus.

Subfields: Applied Mathematics, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/767ede637b59cce56272d133d33ec2f27b33e60a

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Applied Mathematics

1. María Durbán
2. Paul H. C. Eilers
3. Brian D. Marx

In Statistics and Probability

1. María Durbán
2. Paul H. C. Eilers
3. Brian D. Marx
4. F. J. Breidt
5. B. Bugbee
6. M. J. van der Woerd
7. Simon N. Wood
8. H. Booth

Citations in the corpus

• Laplace Variational Approximation for Semiparametric Regression in the Presence of Heteroskedastic Errors (2016, background): “As mentioned in Eilers and Marx (2010), the singular value decomposition of the random effects matrix Z can aid in”
• Twenty years of P-splines (2015, methodology): “We do not go much into technical detail; see Eilers and Marx (2010) for that.”