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

Macro variable processing

Let's look at how macro processing happens. We did explore table creation in Chapter 1, Introduction to SAS Programming, where we discussed the compiler and execution phases. Macro processing is related to the compiler phase. The whole macro processing starts from the input buffer stage that we discussed earlier. The one aspect we didn't discuss in detail earlier was the word scanner. The word scanner is a component that reviews the characters from the input buffer and segregates them into tokens. Tokens are like atoms, the smallest pieces of information that can be held in the SAS processing engine. The process of breaking this information is called tokenization. The word scanner determines which part of SAS processing each token should be sent to.

The types of tokens are as follows:

  • Literals: A string of characters enclosed in single or double...