References

ROBUST ESTIMATION AND VARIABLE SELECTION FOR PARTIALLY LINEAR ADDITIVE MODEL UNDER MISSING DATA


[1] H. Lian, Variable selection in high-dimensional partly linear addition models, Journal of Nonparametric Statistics 24(4) (2012), 825-839.
DOI: https://doi.org/10.1080/10485252.2012.701300

[2] H. Noh, K. Chung and Ingrid Van Keilegom, Variable selection of varying coefficient models in quantile regression, Electronic Journal of Statistics 6 (2012), 1220-1238.
DOI: https://doi.org/10.1214/12-EJS709

[3] J. Guo, M. Tang, M. Tian and K. Zhu, Variable selection in high-dimensional partially linear additive models for composite quantile regression, Computational Statistics and Data Analysis 65 (2013), 56-67.
DOI: https://doi.org/10.1016/j.csda.2013.03.017

[4] R. Zhang, W. Zhao and J. Liu, Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression, Journal of Nonparametric Statistics 25(2) (2013), 523-544.
DOI: https://doi.org/10.1080/10485252.2013.772179

[5] H. Yang, J. Lv and C. Guo, Robust estimation and variable selection for varying-coefficient single-index models based on modal regression, Communications in Statistics - Theory and Methods 45(14) (2016), 4048-4067.
DOI: https://doi.org/10.1080/03610926.2014.915043

[6] J. Lv, H. Yang and C. Guo, Variable selection in partially linear additive models for modal regression, Communications in Statistics-Simulation and Computation 46(7) (2017), 5646-5665.
DOI: http://dx.doi.org/10.1080/03610918.2016.1171346

[7] P. X. Zhao and L. G. Xue, Variable selection for semiparametric varying-coefficient partially linear models with missing response at random, Acta Mathematica Sinica, English Series 27(11) (2011), 2205-2216.
DOI: https://doi.org/10.1007/s10114-011-9200-1

[8] H. Yang and X. Xia, Variable selection for semiparametric varying coefficient partially linear errors-in-variables (EV) model with missing response, Communications in Statistics - Theory and Methods 44(21) (2015), 4521-4539.
DOI: https://doi.org/10.1080/03610926.2013.791376

[9] X. Ding, J. Chen and Xiaoqin Zhu, Parameter estimation of quantile regression with responses random missing, Statistics and Decision 6 (2018), 65-67.
DOI: https://doi.org/10.13546/j.cnki.tjyjc.2018.06.015

[10] W. Yao, B. G. Lindsay and Runze Li, Local modal regression, Journal of Nonparametric Statistics 24(3) (2012), 647-663.
DOI: https://doi.org/10.1080/10485252.2012.678848

[11] J. Fan and R. Li, Variable selection via nonconcave penalized likelihood and its oracle properties, Journal of the American Statistical Association 96(456) (2001), 1348-1360.
DOI: https://doi.org/10.1198/016214501753382273

[12] W. Zhao, R. Zhang, J. Liu and Y. Lv, Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression, Annals of the Institute of Statistical Mathematics 66(1) (2014), 165-191.
DOI: https://doi.org/10.1007/s10463-013-0410-4

[13] C. de Boor, A Practical Guide to Splines, Springer, New York, 2001.