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Regression Models, Methods and Applications Cover Image E-book E-book

Regression [electronic resource] : Models, Methods and Applications / by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian Marx.

Fahrmeir, Ludwig. (author.). Kneib, Thomas. (author.). Lang, Stefan. (author.). Marx, Brian. (author.). SpringerLink (Online service) (Added Author).

Record details

  • ISBN: 9783642343339
  • Physical Description: XIV, 698 p. 204 illus. online resource.
  • Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : 2013.

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Texto completo

► Awards, Reviews, & Suggested Reads
▼ Additional Content
Introduction
Regression Models
The Classical Linear Model
Extensions of the Classical Linear Model
Generalized Linear Models
Categorical Regression Models
Mixed Models
Nonparametric Regression
Structured Additive Regression
Quantile Regression
A Matrix Algebra
B Probability Calculus and Statistical Inference
Bibliography
Index.
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