Semiparametric regression models with additive nonparametric components and high dimensional parametric components

By Pang Du, Guang Cheng, Hua Liang. 2012

28 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, 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. Johannes Gehrke
2. R. Caruana
3. Jacob Bien
4. Yin Lou

In Statistics and Probability

1. Yin Lou
2. Johannes Gehrke
3. R. Caruana
4. Jacob Bien
5. Cynthia Rudin
6. Robert Tibshirani
7. Trevor J. Hastie
8. Noah R. Simon

Citations in the corpus

• Sparse Partially Linear Additive Models (2014, methodology): “In [11], an algorithm is developed that iterates between two optimization problems, one that decides which nonlinear features should be made linear and the other that decides which linear features should be set to zero.”