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JMP 13 Predictive and Specialized Modeling
book

JMP 13 Predictive and Specialized Modeling

by SAS Institute
September 2016
Intermediate to advanced content levelIntermediate to advanced
366 pages
9h 24m
English
SAS Institute
Content preview from JMP 13 Predictive and Specialized Modeling
Chapter 3 
Modeling Utilities
Exploring Data for Outliers, Missing Values, and Strong Predictors
Modeling Utilities is a collection of utilities that are designed to assist in the data cleaning and pre-processing stages of data analysis. Each utility has powerful exploratory tools to give you a more thorough understanding of your data. With Modeling Utilities, you can do the following:
Explore outliers in both the univariate and multivariate cases.
Explore and impute missing values in your data.
Image shown hereCreate a validation column with divide the data into training, validation, and test sets.
Screen high-dimensional data for strong predictors.
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Publisher Resources

ISBN: 9781629605883