Results 11 to 20 of about 993,390 (258)
Analysis of Double Single Index Models. [PDF]
Scand Stat Theory Appl, 2017 Abstract Motivated from problems in canonical correlation analysis, reduced rank regression and sufficient dimension reduction, we introduce a double dimension reduction model where a single index of the multivariate response is linked to the multivariate covariate through a single index of these covariates, hence the name double ...
Chen K, Ma Y.
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Statistical Inference for High-Dimensional Heteroscedastic Partially Single-Index Models [PDF]
EntropyIn this study, we propose a novel penalized empirical likelihood approach that simultaneously performs parameter estimation and variable selection in heteroscedastic partially linear single-index models with a diverging number of parameters.
Jianglin Fang, Zhikun Tian
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Mathematics, 2022 The single-index model is an intuitive extension of the linear regression model. It has been increasingly popular due to its flexibility in modeling. In this work, we focus on the estimators of the parameters and the unknown link function for the single ...
Yunquan Song, Zitong Li, Minglu Fang
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SiAM: A Hybrid of Single Index Models and Additive Models. [PDF]
Electron J Stat, 2017 While popular, single index models and additive models have potential limitations, a fact that leads us to propose SiAM, a novel hybrid combination of these two models. We first address model identifiability under general assumptions. The result is of independent interest.
Ma S, Lian H, Liang H, Carroll RJ.
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A bootstrap test for single index models [PDF]
Statistics, 2001 Single index models are frequently used in econometrics and biometrics. Logit and Probit models arc special cases with fixed link functions. In this paper we consider a bootstrap specification test that detects nonparametric deviations of the link function.
Wolfgang Karl Härdle +2 more
exaly +7 more sources
Optimal Smoothing in Single-Index Models
Annals of Statistics, 1993 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wolfgang Karl Härdle +1 more
exaly +3 more sources
Simplification of a Three-Constant Intraocular Lens Calculation Formula to a Single-Constant Approach: The Haigis Formula [PDF]
DiagnosticsBackground/Objectives: To derive and validate a simplified modification of the Haigis intraocular lens (IOL) power calculation formula by reducing the three-constant effective lens position (ELP) model to a single constant while introducing an optimized ...
Achim Langenbucher +6 more
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Large-scale multi-omics enhance risk prediction for type 2 diabetes [PDF]
Cardiovascular DiabetologyBackground Polygenic risk scores (PRS), metabolomics, and proteomics have each shown promise in improving type 2 diabetes risk prediction, but their combined utility beyond established clinical models remains unclear.
Ruijie Xie +2 more
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Estimation for single-index and partially linear single-index integrated models
Annals of Statistics, 2016 Published at http://dx.doi.org/10.1214/15-AOS1372 in the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Jití Gao +2 more
exaly +4 more sources
A perioperative multi-modal fusion and deep learning-based prognostic system for upper tract urothelial carcinoma: a multi-institutional study [PDF]
Insights into ImagingObjectives Precise perioperative risk stratification for upper tract urothelial carcinoma (UTUC) is essential. We developed a multimodal prognostic model integrating perioperative clinical data, radiomics, and deep learning (DL) features from baseline CT
Xiang Peng +10 more
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