Asymmetric Kernel Smoothing

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This is the first book to provide an accessible and comprehensive introduction to a newly developed smoothing technique using asymmetric kernel functions. Further, it discusses the statistical properties of estimators and test statistics using asymmetric kernels. The topics addressed include the bias-variance tradeoff, smoothing parameter choices, achieving rate improvements with bias reduction te...

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This is the first book to provide an accessible and comprehensive introduction to a newly developed smoothing technique using asymmetric kernel functions. Further, it discusses the statistical properties of estimators and test statistics using asymmetric kernels. The topics addressed include the bias-variance tradeoff, smoothing parameter choices, achieving rate improvements with bias reduction te...

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  • Formats: epub
  • ISBN: 9789811054662
  • Publication Date: 8 Jun 2018
  • Publisher: Springer Nature Singapore
  • Product language: English
  • Drm Setting: DRM