Semiparametric GEE analysis in partially linear single-index models for longitudinal data

The Annals of Statistics ◽

10.1214/15-aos1320 ◽

2015 ◽

Vol 43 (4) ◽

pp. 1682-1715 ◽

Author(s):

Jia Chen ◽

Degui Li ◽

Hua Liang ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

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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Variable selection and estimation for partially linear single-index models with longitudinal data

Statistics and Computing ◽

10.1007/s11222-013-9447-8 ◽

2014 ◽

Vol 25 (3) ◽

pp. 579-593 ◽

Author(s):

Gaorong Li ◽

Peng Lai ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models ◽

Variable Selection And Estimation

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Inferences with generalized partially linear single-index models for longitudinal data

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2018.09.011 ◽

2019 ◽

Vol 200 ◽

pp. 146-160

Author(s):

Quan Cai ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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Quadratic inference functions for partially linear single-index models with longitudinal data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2013.03.019 ◽

2013 ◽

Vol 118 ◽

pp. 115-127 ◽

Author(s):

Peng Lai ◽

Gaorong Li ◽

Heng Lian

Keyword(s):

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models ◽

Quadratic Inference Functions

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Empirical likelihood inference in partially linear single-index models for longitudinal data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2009.08.006 ◽

2010 ◽

Vol 101 (3) ◽

pp. 718-732 ◽

Author(s):

Gaorong Li ◽

Lixing Zhu ◽

Liugen Xue ◽

Sanying Feng

Keyword(s):

Longitudinal Data ◽

Empirical Likelihood ◽

Likelihood Inference ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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Efficient estimation for marginal generalized partially linear single-index models with longitudinal data

Test ◽

10.1007/s11749-015-0462-2 ◽

2015 ◽

Vol 25 (3) ◽

pp. 413-431 ◽

Author(s):

Peirong Xu ◽

Jun Zhang ◽

Xingfang Huang ◽

Tao Wang

Keyword(s):

Longitudinal Data ◽

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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Oracally efficient estimation and simultaneous inference in partially linear single-index models for longitudinal data

Electronic Journal of Statistics ◽

10.1214/20-ejs1723 ◽

2020 ◽

Vol 14 (1) ◽

pp. 2395-2438

Author(s):

Li Cai ◽

Lei Jin ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Efficient Estimation ◽

Simultaneous Inference ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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Efficient estimation in partially linear single‐index models for longitudinal data

Scandinavian Journal of Statistics ◽

10.1111/sjos.12340 ◽

2018 ◽

Vol 46 (1) ◽

pp. 116-141

Author(s):

Quan Cai ◽

Suojin Wang

Keyword(s):

Longitudinal Data ◽

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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Generalized Partially Linear Single-Index Models

Journal of the American Statistical Association ◽

10.1080/01621459.1997.10474001 ◽

1997 ◽

Vol 92 (438) ◽

pp. 477-489 ◽

Author(s):

R. J. Carroll ◽

Jianqing Fan ◽

Irène Gijbels ◽

M. P. Wand

Keyword(s):

Single Index ◽

Partially Linear ◽

Single Index Models

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Efficient estimation for generalized partially linear single-index models

Bernoulli ◽

10.3150/16-bej873 ◽

2018 ◽

Vol 24 (2) ◽

pp. 1101-1127 ◽

Author(s):

Li Wang ◽

Guanqun Cao

Keyword(s):

Efficient Estimation ◽

Single Index ◽

Partially Linear ◽

Single Index Models

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