February 2018
Intermediate to advanced
306 pages
8h 11m
English
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Chapter 8: Modeling Continuous Variables
Extensions of Ordinary Linear Regression
In this chapter, we explore several commonly used predictive models for a continuous dependent variable, including linear regressions, generalized linear models, and regression trees. The data set that is used in this chapter is the Cars data set available in the sas-viya-programming repository of the sassoftware account on GitHub. Upload the data set directly from GitHub using the upload method on the CAS connection, as follows:
In [1]: cars = conn.upload('https://raw.githubusercontent.com/sassoftware/'
'sas-viya-programming/master/data/cars.csv').casTable
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.