Course Outline

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

Requirements

  • Experience with navigating folder structures

Audience

  • Data Analysts
 14 Hours

Testimonials (3)

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