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Applied Nonparametric Regression

  • Category: Computer
  • Author: Wolfgang Haerdle
  • Pages: 352 pages

Read and download free eBook intituled Applied Nonparametric Regression in format – 352 pages created by Wolfgang Haerdle.

Applied Nonparametric Regression brings together in one place the techniques for regression curve smoothing involving more than one variable. The computer and the development of interactive graphics programs has made curve estimation popular. This volume focuses on the applications and practical problems of two central aspects of curve smoothing: the choice of smoothing parameters and the construction of confidence bounds.

The methods covered in this text have numerous applications in many areas using statistical analysis. Examples are drawn from economics – such as the estimation of Engel curves – as well as other disciplines including medicine and engineering. For practical applications of these methods a computing environment for exploratory Regression – XploRe – is described.

The material is easy to accomplish since the e-book character of the text gives a maximum of flexibility in learning (and teaching) intensity.

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Applied Nonparametric Regression

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