Results 11 to 20 of about 4,177,887 (294)
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 +5 more sources
A Functional Varying-Coefficient Single-Index Model for Functional Response Data [PDF]
Journal of the American Statistical Association, 2017 Motivated by the analysis of imaging data, we propose a novel functional varying-coefficient single-index model (FVCSIM) to carry out the regression analysis of functional response data on a set of covariates of interest.
Chao Huang, Hongtu Zhu
exaly +3 more sources
Semiparametric single-index model for estimating optimal individualized treatment strategy [PDF]
Electronic Journal of Statistics, 2017 Different from the standard treatment discovery framework which is used for finding single treatments for a homogenous group of patients, personalized medicine involves finding therapies that are tailored to each individual in a heterogeneous group.
Rui Song, Wenbin Lu, Zhiguo Li
exaly +3 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 +4 more sources
Understanding Implicit Regularization in Over-Parameterized Single Index Model. [PDF]
J Am Stat Assoc, 2023 In this article, we leverage over-parameterization to design regularization-free algorithms for the high-dimensional single index model and provide theoretical guarantees for the induced implicit regularization phenomenon.
Fan J, Yang Z, Yu M.
europepmc +3 more sources
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
IEEE Transactions on Knowledge and Data Engineering, 2023 In this paper, a novel single-index model tree (SIMTree) is proposed. It adopts the recursive partitioning strategy and each data segment is modeled by a single-index model (SIM), which is a flexible extension of linear regression with non-parametric ...
A. Sudjianto, Zebin Yang, Aijun Zhang
semanticscholar +3 more sources
Using a monotone single-index model to stabilize the propensity score in missing data problems and causal inference. [PDF]
Stat Med, 2019 The augmented inverse weighting method is one of the most popular methods for estimating the mean of the response in causal inference and missing data problems. An important component of this method is the propensity score.
Qin J, Yu T, Li P, Liu H, Chen B.
europepmc +2 more sources
Robust Estimation for the Single Index Model Using Pseudodistances. [PDF]
Entropy (Basel), 2018 For portfolios with a large number of assets, the single index model allows for expressing the large number of covariances between individual asset returns through a significantly smaller number of parameters.
Toma A, Fulga C.
europepmc +2 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