Parsimonious additive models

By Marta Avalos, Yves Grandvalet, Christophe Ambroise. 2007

38 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Epidemiology, Statistics and Probability

How researchers see this paper

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

In Control and Systems Engineering

1. Chris Fraley
2. Ashley Petersen
3. Nam-Hee Choi
4. Lukas Meier
5. Daniela M. Witten
6. Noah R. Simon
7. Tim Hesterberg

In Epidemiology

1. Chris Fraley
2. Ashley Petersen
3. Daniela M. Witten
4. Noah R. Simon

In Statistics and Probability

1. Noah R. Simon
2. Daniela M. Witten
3. Ashley Petersen
4. Chris Fraley
5. Nam-Hee Choi
6. Lukas Meier
7. Tim Hesterberg
8. Robert Tibshirani

Citations in the corpus

• Fused Lasso Additive Model (2014, methodology): “Flexible additive modeling in high dimensions has been an active area of research in recent years [Avalos et al., 2007, Huang et al., 2010, Li and Liu, 2014, Lin and Zhang, 2006, Sardy and Tseng, 2004, Wood et al., 2014, Zhang et al., 2011].”
• Least angle and ℓ1 penalized regression: A review (2008, methodology): “For example, Avalos et al. (2007) consider additive models where each additive component φj(x) = φj(xj) is fitted by cubic splines.”