SAS ESSENTIALS
Valuable step-by-step introduction to using SAS¯® statistical software as a foundational approach to data analysis and interpretation
Presenting a straightforward introduction from the ground up, SAS¯® Essentials illustrates SAS using hands-on learning techniques and numerous real-world examples; keeping different experience levels in mind, the highly qualified author team has developed the book over 25 years of teaching introductory SAS courses.
This book introduces data manipulation, statistical techniques, and the SAS programming language, including SAS macros, reporting results in tables, and factor analysis, as well as sections on character functions, variable manipulation, and merging, appending, and updating files. It features self-contained chapters to enhance the learning process and includes programming approaches for the latest version of the SAS platform.
The Third Edition has been updated with expanded examples, a new chapter introducing PROC SQL as well as new end-of-chapter exercises. The Third Edition also includes a companion website with data sets, additional code, notes on SAS programming, functions, ODS, PROC SQL, and SAS Arrays, along with solutions for instructors.
Specific sample topics covered in SAS¯® Essentials include:
* Getting data into SAS, reading, writing, and importing data, preparing data for analysis, preparing to use SAS procedures, and controlling output using ODS
* Techniques for creating, editing, and debugging SAS programs, cleaning up messy data sets, and manipulating data using character, time, and numeric functions
* Other essential computational skills that are utilized by business, government, and organizations alike, and DATA step for data management
* Using PROC to analyze data, including evaluating quantitative data, analyzing counts and tables, comparing means using T-Tests, correlation and regression, and analysis of variance, nonparametric analysis, logistic regression, factor analysis, and creating custom graphs and reports.
SAS¯® Essentials is a fundamental study resource for professionals preparing for the SAS Base Certification Exam, as well as an ideal textbook for courses in statistics, data analytics, applied SAS programming, and statistical computer applications.
表中的内容
Preface vii
Acknowledgements ix
PART I DATA MANIPULATION AND THE SAS®
PROGRAMMING LANGUAGE 1
1 Getting Started
2 Getting Data into SAS
3 Reading, Writing, and Importing Data
4 Preparing Data for Analysis
5 Preparing to Use SAS Procedures
6 SAS Advanced Programming Topics Part 1
7 SAS Advanced Programming Topics Part 2
8 Controlling Output Using ODS
9 Introduction to PROC SQL
PART II STATISTICAL ANALYSIS USING SAS PROCEDURES
10 Evaluating Quantitative Data
11 Analyzing Counts and Tables
12 Comparing Means Using T-Tests
13 Correlation and Regression
14 Analysis of Variance
15 Analysis of Variance, Part II
16 Nonparametric Analysis
17 Logistic Regression
18 Factor Analysis
19 Creating Custom Graphs
20 Creating Custom Reports
Appendix A Options Reference
Appendix B SAS Function Reference
Appendix C Choosing a SAS Procedure
Appendix D Quick Reference
Appendix E USING SAS® On Demand for Academics
Appendix F Base Programming Practice Test
References
Index
关于作者
Alan C. Elliott, MAS, MBA is a prolific writer and author or co-author of multiple books on data analytics and computer programs. He taught SAS programming at the university level for over 25 years.
Wayne A. Woodward, Ph D, is Professor Emeritus of Statistical Science at Southern Methodist University. He has received SMU’s highest recognitions for teaching and research, including the Altshuler Distinguished Teaching Professor and the United Methodist Church Scholar Teacher of the Year awards.
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