Fundamentals of predictive analytics with JMP /
Klimberg, Ron.
Fundamentals of predictive analytics with JMP / Ron Klimberg - Third Edition - USA : SAS Press, c2023. - xi, 469 pages : ill. 24 cm.
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 --
9781685800277
Q325.5 .K55 2023
Fundamentals of predictive analytics with JMP / Ron Klimberg - Third Edition - USA : SAS Press, c2023. - xi, 469 pages : ill. 24 cm.
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 --
9781685800277
Q325.5 .K55 2023