SAS Programming Training Course

Introduction

SAS in Depth

• SAS data sets
• SAS variables
• SAS libraries
• SAS code structure

Preparing the Development Environment

• Installing and configuring SAS Studio
• Installing and configuring WPS

Data management in SAS

• Importing data
• Exporting data
• Creating variables and calculations
• Filtering observations
• Creating conditionals and loops
• Merging data sets
• Using statements
• Cleaning data

Arrays and Functions

• Recording new variables with loops
• Constructing new variables
• Using built in SAS functions
• Combining raw data files

Data Visualization

• Creating a bar chart
• Creating a scatter plot
• Creating a pie graph
• Overlaying plots

Statistics Analysis

• Reporting data
• Using linear regressions
• Using multiple regressions
• Interpreting data
• Making predictions

SAS SQL

• SAS SQL syntax
• Using clauses and statements
• Working with columns and rows
• Working with tables

SAS Index

• Testing with data sets
• Using PROC
• Creating, updating, and applying an index

SAS Macro

• Using macro variables
• Using macro functions
• Creating a Macro
• Debugging and storing Macros

Predictive Modeling

• Using linear regressions
• Using multiple regressions
• Evaluating data patterns
• Using input variables
• Working with PROC MI

Summary and Conclusion