Results 1 to 10 of about 1,313,475 (164)
Bayesian composite quantile regression for the single-index model. [PDF]
PLoS ONE, 2023 By using a Gaussian process prior and a location-scale mixture representation of the asymmetric Laplace distribution, we develop a Bayesian analysis for the composite quantile single-index regression model.
Xiaohui Yuan, Xuefei Xiang, Xinran Zhang
doaj +2 more sources
A single-index model with multiple-links. [PDF]
J Stat Plan Inference, 2020 In a regression model for treatment outcome in a randomized clinical trial, a treatment effect modifier is a covariate that has an interaction with the treatment variable, implying that the treatment efficacies vary across values of such a covariate.
Park H, Petkova E, Tarpey T, Ogden RT.
europepmc +4 more sources
On a Low-Rank Matrix Single-Index Model
Mathematics, 2023 In this paper, we conduct a theoretical examination of a low-rank matrix single-index model. This model has recently been introduced in the field of biostatistics, but its theoretical properties for jointly estimating the link function and the ...
The Tien Mai
doaj +4 more sources
A Functional Varying-Coefficient Single-Index Model for Functional Response Data. [PDF]
J Am Stat Assoc, 2017 Li J, Huang C, Zhu H.
europepmc +2 more sources
Analisis Portofolio Optimal Markowitz dan Single Index Model pada Jakarta Islamic Index [PDF]
Ekonomi dan Bisnis, 2021 This research is a quantitative descriptive study which aims to determine the optimal portfolio composition of stocks that are consistently listed on the Jakarta Islamic Index (JII) from the 2018 – November 2020 period.
Irsyaad Rachmatullah +2 more
doaj +3 more sources
Distributional (Single) Index Models [PDF]
Journal of the American Statistical Association, 2021 A Distributional (Single) Index Model (DIM) is a semi-parametric model for distributional regression, that is, estimation of conditional distributions given covariates. The method is a combination of classical single index models for the estimation of the conditional mean of a response given covariates, and isotonic distributional regression. The model
Henzi, Alexander +2 more
openaire +2 more sources
Semiparametric Single-Index Model for Estimating Optimal Individualized Treatment Strategy. [PDF]
Electron J Stat, 2017 Song R +5 more
europepmc +2 more sources
Partially Linear Generalized Single Index Models for Functional Data (PLGSIMF)
Stats, 2021 Single-index models are potentially important tools for multivariate non-parametric regression analysis. They generalize linear regression models by replacing the linear combination α0⊤X with a non-parametric component η0α0⊤X, where η0(·) is an unknown ...
Mohamed Alahiane +3 more
doaj +1 more source
An Adaptive-to-Model Test for Parametric Functional Single-Index Model
Mathematics, 2023 Model checking methods based on non-parametric estimation are widely used because of their tractable limiting null distributions and being sensitive to high-frequency oscillation alternative models.
Lili Xia, Tingyu Lai, Zhongzhan Zhang
doaj +1 more source
Sufficient Dimension Reduction: An Information-Theoretic Viewpoint
Entropy, 2022 There has been a lot of interest in sufficient dimension reduction (SDR) methodologies, as well as nonlinear extensions in the statistics literature. The SDR methodology has previously been motivated by several considerations: (a) finding data-driven ...
Debashis Ghosh
doaj +1 more source