Book Image

Hands-On SAS for Data Analysis

By : Harish Gulati
Book Image

Hands-On SAS for Data Analysis

By: Harish Gulati

Overview of this book

SAS is one of the leading enterprise tools in the world today when it comes to data management and analysis. It enables the fast and easy processing of data and helps you gain valuable business insights for effective decision-making. This book will serve as a comprehensive guide that will prepare you for the SAS certification exam. After a quick overview of the SAS architecture and components, the book will take you through the different approaches to importing and reading data from different sources using SAS. You will then cover SAS Base and 4GL, understanding data management and analysis, along with exploring SAS functions for data manipulation and transformation. Next, you'll discover SQL procedures and get up to speed on creating and validating queries. In the concluding chapters, you'll learn all about data visualization, right from creating bar charts and sample geographic maps through to assigning patterns and formats. In addition to this, the book will focus on macro programming and its advanced aspects. By the end of this book, you will be well versed in SAS programming and have the skills you need to easily handle and manage your data-related problems in SAS.
Table of Contents (17 chapters)
Free Chapter
1
Section 1: SAS Basics
4
Section 2: Merging, Optimizing, and Descriptive Statistics
7
Section 3: Advanced Programming
10
Section 4: SQL in SAS
13
Section 5: Data Visualization and Reporting

Advanced Programming Techniques - SAS Macros

In the earlier chapters, we learned about loops. As we know, they can help us do repetitive tasks in a faster and more efficient way. But macros go a step further. They help to do the following:

  • Reuse code
  • Specify a value in one instance but use the value in multiple instances
  • Perform mathematical and logical operations and let the macro consume this information by itself

So should you always write macros? No, writing macros can get challenging. The more you want the macro to do, the more complex the coding process can get.

The following topics will be covered in this chapter:

  • Introduction to macros and macro definitions
  • Macro variable processing
  • Macro resolution tracking
  • Comparing positional and keyword parameters
  • Data-driven programming
  • Writing efficient macros