Statistical Learning from a Regression Perspective

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This textbook 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 can be seen as...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Berk, Richard A. (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: Cham : Springer International Publishing : Imprint: Springer, 2016.
Édition:2nd ed. 2016.
Collection:Springer Texts in Statistics,
Sujets:
Statistics .
Probabilities.
Social sciences-Statistical methods.
Public health.
Psychology-Methodology.
Sociology-Methodology.
Statistical Theory and Methods.
Probability Theory.
Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy.
Public Health.
Psychological Methods.
Sociological Methods.
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