SASによる統計データ分析の基礎（第３版） SAS Essentials : Mastering SAS for Data Analytics（3）

著者名：Elliott, Alan C./Woodward, Wayne A.

Wiley（2023/01/05発売）

• 言語：ENG
• ISBN：9781119901617
• eISBN：9781119901624

Description

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.

Table of Contents

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® OnDemand for Academics

Appendix F       Base Programming Practice Test     

References

Index