Building Regression Models with SAS

A Guide for Data Scientists

Robert N Rodriguez

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English

SAS Institute
19 May 2023

Enterprise software; Mathematical & statistical software

Summary
Details

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.

By: Robert N Rodriguez
Imprint: SAS Institute
Dimensions: Height: 279mm, Width: 216mm, Spine: 24mm
Weight: 1.066kg
ISBN: 9781635261554
ISBN 10: 1635261554
Pages: 464
Publication Date: 19 May 2023
Audience: General/trade , ELT Advanced
Format: Paperback
Publisher's Status: Active