Local Polynomial Fitting in Semivarying Coefficient Model

By Wenyang Zhang, Sik-Yum Lee, Xinyuan Song. 2002

305 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/bf250788d3845cdcad8de627edf8380874e8ca48

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Control and Systems Engineering

1. Guohua Zou
2. Yingcun Xia
3. Tao Hu
4. Xinyu Zhang
5. Hua Liang
6. Alan T. K. Wan
7. Tao Huang
8. Zudi Lu

In Statistics and Probability

1. Yingcun Xia
2. Hua Liang
3. Jianqing Fan
4. Tao Hu
5. Wenyang Zhang
6. Guohua Zou
7. Xinyu Zhang
8. Wei Biao Wu

Citations in the corpus

• Variable Selection in Semiparametric Regression Modeling. (2008, background): “, Härdle, Liang and Gao [13] and references therein), generalized partially linear models (Severini and Staniswalis [23] and Hunsberger [15]), semivarying-coefficient models (Zhang, Lee and Song [27], Xia, Zhang and Tong [25] and Fan and Huang [8]) and varying coefficient models (Hastie and Tibshira”
• A Mallows-Type Model Averaging Estimator for the Varying-Coefficient Partially Linear Model (2018, methodology): “Zhang, Lee, and Song (2002) developed a local polynomial regression-based estimation procedure, and Xia, Zhang, and Tong (2004) proposed an alternative semilocal estimation method that has the CONTACT Xinyu Zhang xinyu@amss.ac.cn Academy of Mathematics and Systems Science, Chinese Academy of Science”
• Inference of time-varying regression models (2012, methodology): “Varying coefficient models have been extensively studied in the literature, and they are useful for characterizing nonconstancy relationship between predictors and responses in regression models; see, for example, [19, 20, 28, 29, 33, 44, 52, 55].”
• Economic Development and the Return to Human Capital: A Smooth Coefficient Semiparametric Approach (2006, methodology): “We have followed the twostep approach due to Zhang et al. (2002).”
• Profile likelihood inferences on semiparametric varying-coefficient partially linear models (2005, methodology): “This is an extension of the varying-coefficient model, and has recently been studied by Zhang et al. (2002) and Li et al. (2002).”
• A semiparametric spatial dynamic model (2014, background): “[19, 20]; Wang and Xia [17]; and Tao and Xia [16]).”
• Statistical Methods with Varying Coefficient Models. (2008, background): “Zhang et al. (2002) studied the semivarying coefficient model (2.”
• Estimation of the covariance matrix of random effects in longitudinal studies (2007, background): “There is a growing literature addressing this kind of model, which includes Hastie and Tibshirani [12], Xia and Li [29], Cai, Fan and Li [1], Zhang, Lee and Song [32], Fan, Yao and Cai [9] and the references therein.”