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Building Regression Models with SAS: A Guide for Data Scientists by Rodriguez, Robert N.

Building Regression Models with SAS: A Guide for Data Scientists

by Robert N. Rodriguez
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Book cover type: Paperback
  • ISBN13: 9781635261554
  • Binding: Paperback
  • Subject: N/A
  • Publisher: SAS Institute
  • Publisher Imprint: SAS Institute
  • Publication Date:
  • Pages: 464
  • Original Price: GBP 72.85
  • Language: English
  • Edition: N/A
  • Item Weight: 1066 grams
  • BISAC Subject(s): Mathematical & Statistical Software

Advance your skills in building predictive models with SAS!

Building Regression Models with SAS: A Guide for Data Scientists teaches data scientists, statisticians, and other analysts who use SAS to train regression models for prediction with large, complex data. Each chapter focuses on a particular model and includes a high-level overview, followed by basic concepts, essential syntax, and examples using new procedures in both SAS/STAT and SAS Viya. By emphasizing introductory examples and interpretation of output, this book provides readers with a clear understanding of how to build the following types of models:

  • general linear models
  • quantile regression models
  • logistic regression models
  • generalized linear models
  • generalized additive models
  • proportional hazards regression models
  • tree models
  • models based on multivariate adaptive regression splines

Building Regression Models with SAS is an essential guide to learning about a variety of models that provide interpretability as well as predictive performance.

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