Overview of SASIntroduction to SAS Software History and Evolution of SAS Applications of SAS
SAS Interface: Windows, Menus, and Commands Navigating SAS Windows (Editor, Log, Output) Creating and Managing SAS Programs
SAS Environment
SAS Data SetsCreating and Managing SAS Data Sets Importing and Exporting Data Using LIBNAME and DATA Statements
Data Step Processing Reading and Writing Data from Various Formats Conditional Processing with IF-THEN Statements
Identifying and Handling Missing Data Data Transformation and Recoding Using Functions for Data Manipulation
Data Manipulation
Data Cleaning
Descriptive StatisticsSummarizing Data Frequency and Crosstabulation Tables Descriptive Statistics Procedures (PROC MEANS, PROC FREQ)
Hypothesis Testing T-Tests, ANOVA, and Chi-Square Tests Correlation and Regression Analysis
Inferential Statistics
Advanced Statistical ProceduresMultivariate Analysis (Factor Analysis, Cluster Analysis) Time Series Analysis Survival Analysis
Introduction to Macros Macro Variables and Macro Programs Automating Tasks with Macros
Introduction to PROC SQL Querying Data with SQL Joining and Merging Data Sets
SAS Macros
SAS SQL
Creating ReportsPROC REPORT and PROC TABULATE Customizing Reports with ODS (Output Delivery System) Generating HTML, PDF, and RTF Reports
Using PROC SGPLOT and PROC SGPANEL Creating Bar Charts, Pie Charts, and Histograms Advanced Graphing Techniques
Data Visualization
Efficient SAS ProgrammingBest Practices for SAS Programming Debugging and Error Handling Optimizing SAS Code
Character Functions Numeric Functions Date and Time Functions
SAS Functions
