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A multimodal approach integrating NK cell-associated gene signatures and pathomics to predict colon adenocarcinoma prognosis. [PDF]
Yang K, Lin Q, Zhu J, Zhu T, Fu G.
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Preoperative Aggregate Index of Systemic Inflammation is Associated with 30-Day Postoperative Pneumonia After Minimally Invasive Esophagectomy for Esophageal Squamous Cell Carcinoma: A Retrospective Cohort Study. [PDF]
Gao M +10 more
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Association between single-point insulin sensitivity estimator and three-vessel coronary disease: a cross-sectional study. [PDF]
Yang W, Dai G, Quan N, Tong Q.
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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
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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
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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
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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
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Single-index relative error regression models
Communications in Statistics - Simulation and Computation, 2021We consider the estimation and hypothesis test for single-index model by proposing a profile mean squares relative error estimation method, coupling with a leave-one-component-out method.
Yujie Gai, Jun Zhang 0027
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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
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On bootstrap consistency of MAVE for single index models
Computational Statistics & Data Analysis, 2020zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hong-Fan Zhang +2 more
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