Statistical Methods with Varying Coefficient Models.

@article{Fan2008StatisticalMW,
  title={Statistical Methods with Varying Coefficient Models.},
  author={Jianqing Fan and Wenyang Zhang},
  journal={Statistics and its interface},
  year={2008},
  volume={1 1},
  pages={179-195}
}
The varying coefficient models are very important tool to explore the dynamic pattern in many scientific areas, such as economics, finance, politics, epidemiology, medical science, ecology and so on. They are natural extensions of classical parametric models with good interpretability and are becoming more and more popular in data analysis. Thanks to their flexibility and interpretability, in the past ten years, the varying coefficient models have experienced deep and exciting developments on… CONTINUE READING
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On the Cox model with time-varying regression coefficients

  • L. Tian, D. Zucker, L. J. Wei
  • J. Amer. Statist. Assoc. 100 172–183. MR2156827
  • 2005
Highly Influential
5 Excerpts

Profile Likelihood Inferences on semiparametric varying-coefficient partially linear models

  • J. Fan, T. Huang
  • Bernoulli 11 1031–1057. MR2189080
  • 2005
Highly Influential
6 Excerpts

Local polynomial fitting in semivarying coefficient models

  • W. Zhang, S. Y. Lee, X. Song
  • J. Multivar. Anal. 82 166–188. MR1918619
  • 2002
Highly Influential
5 Excerpts

Varying-coefficient models and basis function approximations for the analysis of repeated measurements

  • J. Z. Huang, C. O. Wu, L. Zhou
  • Biometrika 89 111–128. MR1888349
  • 2002
Highly Influential
6 Excerpts

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