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Single-index model selections

Biometrika, 2001
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Naik, Prasad A., Tsai, Chih-Ling
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On bootstrap consistency of MAVE for single index models

Computational Statistics & Data Analysis, 2020
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hong-Fan Zhang   +2 more
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Single-Index Models

1998
One of the most important tasks of applied econometrics and statistics is estimating a conditional mean function. For example, one may want to estimate the mean annual earnings of workers in a certain population as a function of observable characteristics such as level of education and experience in the workforce.
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Single-Index Model Tree

IEEE Transactions on Knowledge and Data Engineering, 2021
Agus Sudjianto   +2 more
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Nonlinear regression models with single‐index heteroscedasticity

Statistica Neerlandica, 2019
We consider nonlinear heteroscedastic single‐index models where the mean function is a parametric nonlinear model and the variance function depends on a single‐index structure. We develop an efficient estimation method for the parameters in the mean function by using the weighted least squares estimation, and we propose a “delete‐one‐component ...
Jun Zhang   +3 more
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Latent single-index models for ordinal data

Statistics and Computing, 2017
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Zhiyong Chen, Hai-Bin Wang
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The single-index hazards model

2010
We first propose the single-index hazards model for right censored survival data. As an extension of the Cox model, this model allows nonparametric modeling of covariate effects in a parsimonious way via a single-index. In addition, the relative importance of covariates can be assessed via this model.
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Homogeneity Pursuit in Single Index Models based Panel Data Analysis

Journal of Business and Economic Statistics, 2021
Heng Lian, Xinghao Qiao
exaly  

Estimation of single index models

1988
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Economics, 1988. ; by Hidehiko Ichimura. ; Ph.D.
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