STAT 483 | Introduction, Intermediate, and Advanced Topics in SAS

Categories

Aggregation

ANOVA

Arithmetic Operations

Arrays

Assignment Statements

Automation

BY Statement

BY-Group Processing

Categorical Data

Categorical Data Analysis

Character Functions

Chi-Square

Code Reuse

Column Formatting

Column Input

Combining Datasets

Comparison Operators

Compilation and Execution

Conditional Logic

Continuous Data

Continuous Data Analysis

Correlation

Data Analysis

Data Cleaning

Data Control

Data Display

Data Export

Data Formatting

Data Generation

Data Import

Data Input

Data Integration

Data Management

Data Manipulation

Data Modification

Data Presentation

Data Processing

Data Querying

Data Reading

Data Reporting

Data Sets

Data Step

DATA Step

DATA Step Processing

Data Step Processing

Data Subsetting

Data Transformation

Data Visualization

Dataset Options

Date and Time

Date Functions

Date Variables

Debugging

DEFINE Statement

Descriptive Statistics

DO Loops

Dynamic Programming

Error Handling

Error Messages

Experimental Design

File Handling

Filtering Data

Format

FORMAT Procedure

Formatted Input

Frequency Tables

Function Reference

GLM

HTML Output

If-Then-Else Statements

INFILE Statement

Informat

Informats

Input Errors

INPUT Function

INPUT Statement

Introductory

Iteration

Joins

Line Hold Specifiers

Line Pointer Controls

List Input

Logical Operators

Logistic Regression

Longitudinal Data

Looping Structures

Macro Programming

Match-Merging

Merging Data

Missing Values

MIXED

Model Selection

Multicollinearity

Multiple Regression

Nonparametric Tests

Numeric Functions

ODS

Output Formatting

OUTPUT Statement

PDF Output

PICTURE Formats

PROC CONTENTS

PROC FREQ

PROC MEANS

PROC PRINT

PROC SORT

PROC SUMMARY

PROC UNIVARIATE

Program Data Vector

Programming

Programming Basics

Programming Best Practices

QL

Random Number Generation

Raw Data

Raw Data Files

Reading Data

Regression

Repeated Measures

Report Customization

REPORT Procedure

Report Writing

RETAIN Statement

RTF Output

Sampling

SAS

SAS Log

SET Statement

Simulation

Statistical Analysis

Statistical Procedures

Statistical Software

String Manipulation

Subsetting

Summary Procedures

Summary Statistics

Syntax Errors

System Options

T-Test

Temporary vs Permanent

Time Calculations

Time Series

Two-Way Tables

User-Defined Formats

Value Labels

Variable Conversion

Variable Processing

About these courses

Welcome to the course notes for STAT483: Introduction, Intermediate, and Advanced Topics in SAS. These notes are designed and developed by Penn State’s Department of Statistics and offered as open educational resources. These notes are free to use under Creative Commons license CC BY-NC 4.0.

This course is part of the Online Master of Applied Statistics program offered by Penn State’s World Campus.

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If you are a current student in this course, please see Canvas for your syllabus, assignments, lesson videos, and communication from your instructor.

Lessons

Getting Started in SAS

Statistical Software

Reading Data into a SAS Data Set - Part I

Temporary vs Permanent

Programming Basics

Reading Data into a SAS Data Set - Part II

Formatted Input

INPUT Statement

Data Formatting

Assignment Statements and Numeric Functions

Assignment Statements

Numeric Functions

Data Transformation

Arithmetic Operations

Data Modification

Variable Conversion

If-Then-Else Statements

If-Then-Else Statements

Conditional Logic

Data Transformation

Comparison Operators

Logical Operators

Creating List Reports

Data Presentation

Data Subsetting

Output Formatting

Writing Programs That Work - Part I

DATA Step Processing

Compilation and Execution

Program Data Vector

Programming Best Practices

Writing Programs That Work - Part II

Programming Best Practices

The Format Procedure

FORMAT Procedure

User-Defined Formats

Output Formatting

PICTURE Formats

The REPORT Procedure

REPORT Procedure

Summary Statistics

Report Customization

Column Formatting

DEFINE Statement

Summarizing Continuous Data

Descriptive Statistics

PROC UNIVARIATE

Continuous Data Analysis

Summary Procedures

Summarizing Categorical Data

Categorical Data Analysis

Frequency Tables

Statistical Procedures

Reading SAS Data Sets

Data Management

Data Step Processing

Data Step Options

Data Management

Dataset Options

Combining SAS Data Sets – Part I

Combining Datasets

Data Management

Combining SAS Data Sets – Part II

Data Integration

Using the `OUTPUT` and `RETAIN` statements

OUTPUT Statement

RETAIN Statement

BY-Group Processing

Generating Data With `DO` Loops

Conditional Logic

Data Generation

Looping Structures

Processing Variables with Arrays

Variable Processing

Looping Structures

Data Transformation

More on Importing Data – Part I

INPUT Statement

INFILE Statement

More on Importing Data - Part II

INPUT Statement

Line Pointer Controls

Line Hold Specifiers

Date and Time Processing

Time Calculations

SAS Character Functions

Character Functions

String Manipulation

Function Reference

The Output Delivery System

Output Formatting

Analyzing Categorical Data

Categorical Data

Statistical Analysis

Working with Date and Longitudinal Data

Longitudinal Data

Data Processing

Summary Statistics

Correlation and Simple Regression}

Statistical Analysis

Continuous Data

Data Visualization

T-tests and Nonparametric Comparisons

Nonparametric Tests

Statistical Analysis

Experimental Design

Analysis of Variance

Statistical Analysis

Experimental Design

Repeated Measures Designs

Repeated Measures

Experimental Design

Multiple Regression Analysis

Multiple Regression

Logistic Regression

Model Selection

Multicollinearity

Introduction to SAS `SQL`

Data Manipulation

SAS Macro Programming for Beginners

Macro Programming

Dynamic Programming

Creating Randomness

Random Number Generation

Experimental Design

Contributors