Results 261 to 270 of about 1,476,983 (297)
Some of the next articles are maybe not open access.
Estimation for the single-index models with random effects
Computational Statistics and Data Analysis, 2012zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zhen Pang, Liugen Xue
exaly +4 more sources
On Single-Index Coefficient Regression Models
Journal of the American Statistical Association, 1999 In this article we investigate a class of single-index coefficient regression models under dependence. This includes many existing models, such as the smooth transition threshold autoregressive (STAR) model of Chan and Tong, the functional-coefficient ...
Yingcun Xia
exaly +4 more sources
A Functional Single Index Model
Statistica Sinica, 2020Summary: We propose a semiparametric functional single-index model for studying the relationship between a univariate response and multiple functional covariates. The parametric part of the model integrates a functional linear regression model and a sufficient dimension-reduction structure.
Jiang, Fei +3 more
openaire +2 more sources
Varying-coefficient single-index model
Computational Statistics & Data Analysis, 2008zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Heung Wong, Wai-Cheung Ip, Riquan Zhang
openaire +1 more source
2004
A single index model (SIM) summarizes the effects of the explanatory variables X1, ..., Xd within a single variable called the index. As stated at the beginning of Part II, the SIM is one possibility for generalizing the GLM or for restricting the multidimensional regression E(Y|X) to overcome the curse of dimensionality and the lack of ...
Wolfgang Härdle +3 more
openaire +1 more source
A single index model (SIM) summarizes the effects of the explanatory variables X1, ..., Xd within a single variable called the index. As stated at the beginning of Part II, the SIM is one possibility for generalizing the GLM or for restricting the multidimensional regression E(Y|X) to overcome the curse of dimensionality and the lack of ...
Wolfgang Härdle +3 more
openaire +1 more source
Estimation of a Functional Single Index Model
2011Single index models have been mostly studied as an alternative dimension reduction technique for nonparametric regression with multivariate covariates. The index parameter appearing in the model summarizes the effect of the covariates in a finite dimensional vector.
Ferraty, Frédéric +2 more
openaire +3 more sources