Building Regression Models with SAS: A Guide for Data Scientists
by Robert N Rodriguez(Author)
Publisher finelybook 出版社: SAS Institute (May 19, 2023)
Language 语言: English
Print Length 页数: 464 pages
ISBN-10: 1635261554
ISBN-13: 9781635261554
Book Description
By finelybook
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.
