niuneo / Programming-with-SAS

A list of resources to learn programming in SAS

SAS Resources

A list of resources to assist with programming in SAS.

Please contribute to this list by pull request.

Table of Contents

• SAS
• Misc
• Other Curated Lists

SAS

General SAS Books

• Little SAS Book
• Learning SAS by Example: A Programmer's Guide
• Applied Statistics and the SAS Programming Language

Macros

• Carpenter's Complete Guide to the SAS Macro Language
• SAS Macro Programming Made Easy, Third Edition

Healthcare Research

• Analysis of Observational Health Care Data Using SAS
• SAS Programming with Medicare Administrative Data
• Survival Analysis Using SAS: A Practical Guide
• Administrative Healthcare Data: A Guide to Its Origin, Content, and Application Using SAS
• SAS Programming in the Pharmaceutical Industry

Data Cleaning and Manipulation

• Cody's Data Cleaning Techniques Using SAS
• Data Cleaning 101
• Transforming Variables for Normality and Linearity –When, How, Why and Why Not's
• SAS® Data Management Techniques: Cleaning and transforming data for delivery of analytic datasets
• An Easy-to-use SAS® Macro for a Descriptive Statistics Table

Style Guidelines

• SAS Coding Guidelines
• Best Practice Programming Techniques for SAS® Users
• Code Like It Matters: Writing Code That's Readable and Shareable
• Top 10 SAS best programming practices
• Utilizing Best Practices with SAS and Macros made easy

Data Visualization

• A Reader’s Guide to Visualizing Categorical Data

Regression Analysis

• Multicollinearity: What Is It, Why Should We Care, and How Can It Be Controlled?

SAS Certification

• Courses to get SAS certified
• SAS courses on Coursera

Free SAS Course

• Intro to SAS

SAS Tutorials

• UCLA SAS Tutorials
• SAS Macros Tutorial

SAS Cheat Sheet

• SAS

Misc

SQL

• Intro to SQL
• SQL Tutorial
• SQLite Tutorial

Other Curated Lists

• Data Visualization Tools
• Machine Learning