TY - BOOK AU - Klimberg, Ron. TI - Fundamentals of predictive analytics with JMP SN - 9781685800277 AV - Q325.5 .K55 2023 PY - 2023/// CY - USA PB - SAS Press N1 - 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 -- ER -