Format:
1 Online-Ressource (xx, 384 Seiten) :
,
Illustrationen, Diagramme.
Edition:
Second edition
ISBN:
978-1-62960-803-7
Note:
Introduction -- Statistics review -- Dirty data -- Data discovery with multivariate data -- Regression and ANOVA -- Logistic regression -- Principal components analysis -- Least absolute shrinkage and selection operator and elastic net -- Cluster analysis -- Decision trees -- k-Nearest neighbors -- Neural networks -- Bootstrap forests and boosted trees -- Model comparison -- Text mining -- Market basket analysis -- Statistical storytelling
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 978-1-62959-856-7
Language:
English
Subjects:
Economics
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