Statistical Learning from a Regression Perspective

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Statistical Learning from a Regression Perspective considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response. As a first approximation, this is can be seen as an extension of nonparametric regression. Among the statisti...

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Statistical Learning from a Regression Perspective considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response. As a first approximation, this is can be seen as an extension of nonparametric regression. Among the statisti...

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  • Formats: pdf
  • ISBN: 9780387775012
  • Publication Date: 14 Jun 2008
  • Publisher: Springer New York
  • Product language: English
  • Drm Setting: DRM