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Fundamentals of predictive analytics with JMP / Ron Klimberg

By: Material type: TextTextPublication details: USA : SAS Press, c2023.Edition: Third EditionDescription: xi, 469 pages : ill. 24 cmISBN:
  • 9781685800277
LOC classification:
  • Q325.5 .K55 2023
Contents:
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 -- Time series forecasting -- Statistical storytelling --
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Holdings
Item type Current library Collection Call number Status Barcode
Books Books Zetech Library - Ruiru Campus General Stacks Non-fiction Q325.5 .K55 2023 (Browse shelf(Opens below)) Available Z012112

includes bibliographical references and index.

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 -- Time series forecasting -- Statistical storytelling --

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