Semiparametric least squares (SLS) and weighted SLS estimation of single-index models

Journal of Econometrics ◽

10.1016/0304-4076(93)90114-k ◽

1993 ◽

Vol 58 (1-2) ◽

pp. 71-120 ◽

Author(s):

Hidehiko Ichimura

Keyword(s):

Least Squares ◽

Single Index ◽

Single Index Models ◽

Semiparametric Least Squares

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Partial least squares estimator for single-index models

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/1467-9868.00262 ◽

2000 ◽

Vol 62 (4) ◽

pp. 763-771 ◽

Author(s):

Prasad Naik ◽

Chih-Ling Tsai

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Least Squares Estimator ◽

Single Index ◽

Single Index Models

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Penalized least squares for single index models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2010.10.003 ◽

2011 ◽

Vol 141 (4) ◽

pp. 1362-1379 ◽

Author(s):

Heng Peng ◽

Tao Huang

Keyword(s):

Least Squares ◽

Penalized Least Squares ◽

Single Index ◽

Single Index Models

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Nonlinear profile monitoring with single index models

Quality and Reliability Engineering International ◽

10.1002/qre.2825 ◽

2020 ◽

Author(s):

Takayuki Iguchi ◽

Andrés F. Barrientos ◽

Eric Chicken ◽

Debajyoti Sinha

Keyword(s):

Profile Monitoring ◽

Single Index ◽

Single Index Models

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Optimal shrinkage estimations in partially linear single-index models for binary longitudinal data

Test ◽

10.1007/s11749-021-00753-3 ◽

2021 ◽

Author(s):

Shakhawat Hossain ◽

Le An Lac

Keyword(s):

Longitudinal Data ◽

Single Index ◽

Binary Longitudinal Data ◽

Partially Linear ◽

Single Index Models

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Nonparametric estimation of single-index models in scale-space

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2021.1898610 ◽

2021 ◽

pp. 1-30

Author(s):

Jib Huh ◽

Derek Dyal ◽

Cheolwoo Park

Keyword(s):

Nonparametric Estimation ◽

Scale Space ◽

Single Index ◽

Single Index Models

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High dimensional single index models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2015.02.007 ◽

2015 ◽

Vol 139 ◽

pp. 266-282 ◽

Author(s):

Peter Radchenko

Keyword(s):

High Dimensional ◽

Single Index ◽

Single Index Models

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A robust adaptive-to-model enhancement test for parametric single-index models

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-017-0626-9 ◽

2017 ◽

Vol 70 (5) ◽

pp. 1013-1045 ◽

Author(s):

Cuizhen Niu ◽

Lixing Zhu

Keyword(s):

Single Index ◽

Single Index Models ◽

Robust Adaptive

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Maximum likelihood estimation for conditional distribution single-index models under censoring

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2012.07.012 ◽

2013 ◽

Vol 114 ◽

pp. 74-98 ◽

Author(s):

Ewa Strzalkowska-Kominiak ◽

Ricardo Cao

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Conditional Distribution ◽

Likelihood Estimation ◽

Single Index ◽

Single Index Models

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Estimation for the single-index models with random effects

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2011.11.007 ◽

2012 ◽

Vol 56 (6) ◽

pp. 1837-1853 ◽

Author(s):

Zhen Pang ◽

Liugen Xue

Keyword(s):

Random Effects ◽

Single Index ◽

Single Index Models

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Estimation of the error distribution function for partial linear single-index models

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2018.1468461 ◽

2018 ◽

Vol 49 (1) ◽

pp. 29-44 ◽

Author(s):

Jun Zhang ◽

Cuizhen Niu ◽

Tao Lu ◽

Zhenghong Wei

Keyword(s):

Distribution Function ◽

Error Distribution ◽

Single Index ◽

Single Index Models ◽

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