# Single-index model

## Papers overview

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2015

2015

- J. Multivariate Analysis
- 2015

This paper addresses the problem of fitting nonlinear regression models in high-dimensional situations, where the number of… (More)

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2015

2015

- NIPS
- 2015

Most recent results in matrix completion assume that the matrix under consideration is low-rank or that the columns are in a… (More)

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2013

2013

- Journal of Machine Learning Research
- 2013

Let (X,Y ) be a random pair taking values in R ×R. In the so-called single-index model, one has Y = f ⋆(θ⋆T X)+W , where f ⋆ is… (More)

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2008

2008

- Computational Statistics & Data Analysis
- 2008

In this paper, the varying-coefficient single-index model (VCSIM) is proposed. It can be seen as a generalization of the… (More)

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2005

2005

- 2005

In this paper we study goodness-of-fit testing of single-index models. The large sample behavior of certain score-type test… (More)

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2004

2004

- Computational Statistics & Data Analysis
- 2004

While database marketers collect vast amounts of customer transaction data, its utilization to improve marketing decisions… (More)

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Highly Cited

2001

Highly Cited

2001

- 2001

Single-index modeling is widely applied in, for example, econometric studies as a compromise between too restrictive parametric… (More)

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2000

2000

- 2000

We derive a new model selection criterion for single-index models, C , by minimising the expected Kullback–Leibler distance… (More)

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Highly Cited

1998

Highly Cited

1994

Highly Cited

1994

- 1994

Ha . rdle and Stoker (1989), Powell, et al. (1989), and Stoker (1991) have developed average derivative estimators of the… (More)

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