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Fundamentals of predictive analytics with JMP

"Fundamentals of Predictive Analytics with JMP" bridges the gap between courses on basic statistics, which focus on univariate and bivariate analysis, and courses on data mining/predictive analytics. It provides the technical knowledge and problem-solving skills needed to perform real data...

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Bibliographic Details
Main Author: Klimberg, Ronald K.
Other Authors: McCullough, B. D.
Format: eBook
Language:English
Published: Cary, NC SAS Institute 2013
Subjects:
Data Mining / Fast
Statistics / Graphic Methods / Http://id.loc.gov/authorities/subjects/sh85127585
Mathematical Statistics / Data Processing / Fast
Statistique / Méthodes Graphiques
Jmp (computer File) / Fast
Jmp (computer File) / Blmlsh
Jmp (computer File) / Http://id.loc.gov/authorities/names/n97119732
Data Mining / Http://id.loc.gov/authorities/subjects/sh97002073
Statistics / Graphic Methods / Fast
Mathematical Statistics / Data Processing / Http://id.loc.gov/authorities/subjects/sh85082137
Science / Research & Methodology / Bisacsh
Exploration De Données (informatique)
Statistique Mathématique / Informatique
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Statistics review
  • Introduction to multivariate data
  • Regression and ANOVA review
  • Logistic regression
  • Principal components analysis
  • Cluster analysis
  • Decision trees
  • Neural networks
  • Model comparison
  • Telling the statistical story
  • Includes bibliographical references and index

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