       SAS Programming培訓

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