Programming Techniques For Object Based Statistical Analysis With Sas Software

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Programming Techniques for Object-based Statistical Analysis with SAS Software

Author : Tanya Kolosova
Publisher :
ISBN 13 : 9781580251983
Total Pages : 0 pages
Book Rating : 4.2/5 (519 download)

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Book Synopsis Programming Techniques for Object-based Statistical Analysis with SAS Software by : Tanya Kolosova

Download or read book Programming Techniques for Object-based Statistical Analysis with SAS Software written by Tanya Kolosova and published by . This book was released on 1998 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn valuable time-saving techniques for data analysis and ensure reliability and quality of the results! This book introduces an innovative and reliable approach for developing object-based applications for statistical analysis in SAS. Through detailed examples, each chapter demonstrates how to develop object-based applications using this approach. You will learn to structure data, define statistical classes and their associated actions, define objects, and perform the statistical analysis by calling actions for the objects. Statistical analyses illustrated in the examples include regular time series, calendar time series, and irregular time series. Detailed instructions for extending this technique to other statistical analyses are included. Discover how this object-based approach to statistical analysis can ensure consistent data analysis across teams comprised of data analysts, statisticians, and computer programmers!

Statistical Programming with SAS/IML Software

Author : Rick Wicklin
Publisher : SAS Institute
ISBN 13 : 1629592552
Total Pages : 566 pages
Book Rating : 4.6/5 (295 download)

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Book Synopsis Statistical Programming with SAS/IML Software by : Rick Wicklin

Download or read book Statistical Programming with SAS/IML Software written by Rick Wicklin and published by SAS Institute. This book was released on 2010-10-22 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS/IML software is a powerful tool for data analysts because it enables implementation of statistical algorithms that are not available in any SAS procedure. Rick Wicklin's Statistical Programming with SAS/IML Software is the first book to provide a comprehensive description of the software and how to use it. He presents tips and techniques that enable you to use the IML procedure and the SAS/IML Studio application efficiently. In addition to providing a comprehensive introduction to the software, the book also shows how to create and modify statistical graphs, call SAS procedures and R functions from a SAS/IML program, and implement such modern statistical techniques as simulations and bootstrap methods in the SAS/IML language. Written for data analysts working in all industries, graduate students, and consultants, Statistical Programming with SAS/IML Software includes numerous code snippets and more than 100 graphs. This book is part of the SAS Press program.

Statistical Data Analysis Using SAS

Author : Mervyn G. Marasinghe
Publisher : Springer
ISBN 13 : 3319692399
Total Pages : 688 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Statistical Data Analysis Using SAS by : Mervyn G. Marasinghe

Download or read book Statistical Data Analysis Using SAS written by Mervyn G. Marasinghe and published by Springer. This book was released on 2018-04-12 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this textbook (previously titled SAS for Data Analytics) is to teach the use of SAS for statistical analysis of data for advanced undergraduate and graduate students in statistics, data science, and disciplines involving analyzing data. The book begins with an introduction beyond the basics of SAS, illustrated with non-trivial, real-world, worked examples. It proceeds to SAS programming and applications, SAS graphics, statistical analysis of regression models, analysis of variance models, analysis of variance with random and mixed effects models, and then takes the discussion beyond regression and analysis of variance to conclude. Pedagogically, the authors introduce theory and methodological basis topic by topic, present a problem as an application, followed by a SAS analysis of the data provided and a discussion of results. The text focuses on applied statistical problems and methods. Key features include: end of chapter exercises, downloadable SAS code and data sets, and advanced material suitable for a second course in applied statistics with every method explained using SAS analysis to illustrate a real-world problem. New to this edition: • Covers SAS v9.2 and incorporates new commands • Uses SAS ODS (output delivery system) for reproduction of tables and graphics output • Presents new commands needed to produce ODS output • All chapters rewritten for clarity • New and updated examples throughout • All SAS outputs are new and updated, including graphics • More exercises and problems • Completely new chapter on analysis of nonlinear and generalized linear models • Completely new appendix Mervyn G. Marasinghe, PhD, is Associate Professor Emeritus of Statistics at Iowa State University, where he has taught courses in statistical methods and statistical computing. Kenneth J. Koehler, PhD, is University Professor of Statistics at Iowa State University, where he teaches courses in statistical methodology at both graduate and undergraduate levels and primarily uses SAS to supplement his teaching.

SAS Programming for R Users

Author : Jordan Bakerman
Publisher :
ISBN 13 : 9781642957150
Total Pages : 258 pages
Book Rating : 4.9/5 (571 download)

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Book Synopsis SAS Programming for R Users by : Jordan Bakerman

Download or read book SAS Programming for R Users written by Jordan Bakerman and published by . This book was released on 2019-12-09 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS Programming for R Users, based on the free SAS Education course of the same name, is designed for experienced R users who want to transfer their programming skills to SAS. Emphasis is on programming and not statistical theory or interpretation. You will learn how to write programs in SAS that replicate familiar functions and capabilities in R. This book covers a wide range of topics including the basics of the SAS programming language, how to import data, how to create new variables, random number generation, linear modeling, Interactive Matrix Language (IML), and many other SAS procedures. This book also explains how to write R code directly in the SAS code editor for seamless integration between the two tools. Exercises are provided at the end of each chapter so that you can test your knowledge and practice your programming skills.

SAS Essentials

Author : Alan C. Elliott
Publisher : John Wiley & Sons
ISBN 13 : 1119901626
Total Pages : 582 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis SAS Essentials by : Alan C. Elliott

Download or read book SAS Essentials written by Alan C. Elliott and published by John Wiley & Sons. This book was released on 2023-01-05 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Gentle Introduction to Statistics Using SAS Studio in the Cloud

Author : Ron Cody
Publisher : SAS Institute
ISBN 13 : 1954844476
Total Pages : 324 pages
Book Rating : 4.9/5 (548 download)

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Book Synopsis A Gentle Introduction to Statistics Using SAS Studio in the Cloud by : Ron Cody

Download or read book A Gentle Introduction to Statistics Using SAS Studio in the Cloud written by Ron Cody and published by SAS Institute. This book was released on 2021-05-07 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Point and click your way to performing statistics! Many people are intimidated by learning statistics, but A Gentle Introduction to Statistics Using SAS Studio in the Cloud is here to help. Whether you need to perform statistical analysis for a project or, perhaps, for a course in education, psychology, sociology, economics, or any other field that requires basic statistical skills, this book teaches the fundamentals of statistics, from designing your experiment through calculating logistic regressions. Serving as an introduction to many common statistical tests and principles, it explains concepts in an intuitive way with little math and very few formulas. The book is full of examples demonstrating the use of SAS Studio’s easy point-and-click interface accessed with SAS OnDemand for Academics, an online delivery platform for teaching and learning statistical analysis that provides free access to SAS software via the cloud. Topics included in this book are: How to access SAS OnDemand for Academics Descriptive statistics One-sample tests T tests (for independent or paired samples) One-way analysis of variance (ANOVA) N-way ANOVA Correlation analysis Simple and multiple linear regression Binary logistic regression Categorical data, including two-way tables and chi-square Power and sample size calculations Questions are provided to test your knowledge and practice your skills.

Exploring SAS Viya

Author : Sas Education
Publisher :
ISBN 13 : 9781642954838
Total Pages : 80 pages
Book Rating : 4.9/5 (548 download)

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Book Synopsis Exploring SAS Viya by : Sas Education

Download or read book Exploring SAS Viya written by Sas Education and published by . This book was released on 2019-06-14 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first book in the series covers how to access data files, libraries, and existing code in SAS Studio. You also learn about new procedures in SAS Viya, how to write new code, and how to use some of the pre-installed tasks that come with SAS Visual Data Mining and Machine Learning. In the last chapter, you learn how to use the features in SAS Data Preparation to perform data management tasks using SAS Data Explorer, SAS Data Studio, and SAS Lineage Viewer. Also available free as a PDF from sas.com/books.

Table-driven Strategies for Rapid SAS Applications Development

Author : Tanya Kolosova
Publisher :
ISBN 13 : 9781555442453
Total Pages : 0 pages
Book Rating : 4.4/5 (424 download)

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Book Synopsis Table-driven Strategies for Rapid SAS Applications Development by : Tanya Kolosova

Download or read book Table-driven Strategies for Rapid SAS Applications Development written by Tanya Kolosova and published by . This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for designers, programmers, and users of SAS applications, this book shows how to build client/server database applications through table-driven technology. Each chapter addresses these three different audiences, detailing ways to construct high-quality, reliable applications that are easy to maintain. The "code-free" approach offers you flexibility in design, reduces development time, and provides the advantages of integrated data dictionaries, user-defined integrity rules, and trigger-message mechanisms that implement and manage data processing. With the many realistic examples included here, experienced users who build or regularly use SAS applications can master techniques of application development and data analysis that are straightforward and powerful.

SAS for Data Analysis

Author : Mervyn G. Marasinghe
Publisher : Springer
ISBN 13 : 9781489987723
Total Pages : 0 pages
Book Rating : 4.9/5 (877 download)

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Book Synopsis SAS for Data Analysis by : Mervyn G. Marasinghe

Download or read book SAS for Data Analysis written by Mervyn G. Marasinghe and published by Springer. This book was released on 2014-10-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for use as the textbook in a second course in applied statistics that covers topics in multiple regression and analysis of variance at an intermediate level. Generally, students enrolled in such courses are p- marily graduate majors or advanced undergraduate students from a variety of disciplines. These students typically have taken an introductory-level s- tistical methods course that requires the use a software system such as SAS for performing statistical analysis. Thus students are expected to have an - derstanding of basic concepts of statistical inference such as estimation and hypothesis testing. Understandably, adequate time is not available in a ?rst course in stat- tical methods to cover the use of a software system adequately in the amount of time available for instruction. The aim of this book is to teach how to use the SAS system for data analysis. The SAS language is introduced at a level of sophistication not found in most introductory SAS books. Important features such as SAS data step programming, pointers, and line-hold spe- ?ers are described in detail. The powerful graphics support available in SAS is emphasized throughout, and many worked SAS program examples contain graphic components.

SAS System for Regression

Author : Rudolf Freund
Publisher : John Wiley & Sons
ISBN 13 : 0471416649
Total Pages : 258 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis SAS System for Regression by : Rudolf Freund

Download or read book SAS System for Regression written by Rudolf Freund and published by John Wiley & Sons. This book was released on 2000-12-29 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS® System for Regression Learn to perform a wide variety of regression analyses using SAS® software with this example-driven revised favorite from SAS Publishing. With this Third Edition you will learn the basics of performing regression analyses using a wide variety of models including nonlinear models. Other topics covered include performing linear regression analyses using PROC REG diagnosing and providing remedies for data problems, including outliers and multicollinearity. Examples feature numerous SAS procedures including REG, PLOT, GPLOT, NLIN, RSREG, AUTOREG, PRINCOMP, and others. A helpful discussion of theory is supplied where necessary. Some knowledge of both regression and the SAS System are assumed. New for this edition The Third Edition includes revisions, updated material, and new material. You’ll find new information on using SAS/INSIGHT® software regression with a binary response with emphasis on PROC LOGISTIC nonparametric regression (smoothing) using moving averages and PROC LOESS. Additionally, updated material throughout the book includes high-resolution PROC REG graphics output, using the OUTEST option to produce a data set, and using PROC SCORE to predict another data set.

SAS Programming and Data Visualization Techniques

Author : Philip R. Holland
Publisher : Apress
ISBN 13 : 1484205685
Total Pages : 251 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis SAS Programming and Data Visualization Techniques by : Philip R. Holland

Download or read book SAS Programming and Data Visualization Techniques written by Philip R. Holland and published by Apress. This book was released on 2015-08-19 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS Programming and Data Visualization Techniques: A Power User’s Guide brings together a wealth of ideas about strategic and tactical solutions to everyday situations experienced when transferring, extracting, processing, analyzing, and reporting the valuable data you have at your fingertips. Best, you can achieve most of the solutions using the SAS components you already license, meaning that this book’s insights can keep you from throwing money at problems needlessly. Author Philip R. Holland advises a broad range of clients throughout Europe and the United States as an independent consultant and founder of Holland Numerics Ltd, a SAS technical consultancy. In this book he explains techniques—through code samples and example—that will enable you to increase your knowledge of all aspects of SAS programming, improve your coding productivity, and interface SAS with other programs. He also provides an expert’s overview of Graph Templates, which was recently moved into Base SAS. You will learn to create attractive, standardized, reusable, and platform-independent graphs—both statistical and non-statistical—to help you and your business users explore, visualize, and capitalize on your company’s data. In addition, you will find many examples and cases pertaining to healthcare, finance, retail, and other industries. Among other things, SAS Programming and Data Visualization Techniques will show you how to: Write efficient and reus able SAS code Combine look-up data sets with larger data sets effectively Run R and Perl from SAS Run SAS programs from SAS Studio and Enterprise Guide Output data into insightful, valuable charts and graphs SAS Programming and Data Visualization Techniques prepares you to make better use of your existing SAS components by learning to use the newest features, improve your coding efficiency, help you develop applications that are easier to maintain, and make data analysis easier. In other words, it will save you time, money, and effort—and make you a more valuable member of the development team. What You'll Learn How to write more efficient SAS code—either code that runs quicker, code that is easier to maintain, or both How to do more with the SAS components you already license How to take advantage of the newest features in SAS How to interface external applications with SAS software How to create graphs using SAS ODS Graphics Who This Book Is For SAS programmers wanting to improve their existing programming skills, and programming managers wanting to make better use of the SAS software they already license.

SAS Programming for Elementary Statistics

Author : Carla L. Goad
Publisher : CRC Press
ISBN 13 : 0429959303
Total Pages : 398 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis SAS Programming for Elementary Statistics by : Carla L. Goad

Download or read book SAS Programming for Elementary Statistics written by Carla L. Goad and published by CRC Press. This book was released on 2020-12-07 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS for Elementary Statistics: Getting Started provides an introduction to SAS programming for those who have experience with introductory statistical methods. It is also an excellent programming supplement for an introductory statistics course. It is appropriate for the beginning programmer with no prior SAS experience and the researcher who would like to refresh SAS programming skills. These lessons are those the author has found successful in the classroom. Strengths of this book include the following: Examples are easy to follow and understand. Chapters have user-friendly text and objectives. Each chapter has clear objectives with SAS syntax and output results given. Objectives are stated as tasks with detailed step-by-step instructions. Programming notes based on the author's experience occur throughout the book. The author assists the reader in making sense of the error messages in the SAS log. Brief reviews of statistical methods are included in chapters accompanying the corresponding SAS procedures. Easy transition from user terminology to SAS terminology is provided. The ability to select or suppress results using Output Delivery System (ODS) is made simple. Reading and writing to external files are among the most used SAS skills, and these concepts are clearly presented. The IMPORT and EXPORT procedures and ODS are used to accomplish these tasks. Statistical Graphics procedures and SAS/GRAPH can be quite challenging to learn, but these are presented in a very achievable format. Basic graph construction is first introduced then readers learn how to add color, pattern, and other enhancements to graphics images.

Handbook of SAS DATA Step Programming

Author : Arthur Li
Publisher : CRC Press
ISBN 13 : 1466552395
Total Pages : 266 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Handbook of SAS DATA Step Programming by : Arthur Li

Download or read book Handbook of SAS DATA Step Programming written by Arthur Li and published by CRC Press. This book was released on 2013-04-10 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook shows readers how best to manage and manipulate data by using the DATA step in SAS, helping them avoid common problems when creating SAS data sets. The author explains that learning syntax does not solve all problems; rather, a thorough comprehension of SAS processing is needed for successful programming. He also guides readers through a programming task. In most of the examples, the author first presents strategies and steps for solving the problem, then offers a solution, and finally gives a more detailed explanation of the solution.

Statistical Programming with SAS/IML Software

Author : Rick Wicklin
Publisher : SAS Institute
ISBN 13 : 1607647702
Total Pages : 461 pages
Book Rating : 4.6/5 (76 download)

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Book Synopsis Statistical Programming with SAS/IML Software by : Rick Wicklin

Download or read book Statistical Programming with SAS/IML Software written by Rick Wicklin and published by SAS Institute. This book was released on 2010-10-01 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation SAS/IML software is a powerful tool for data analysts because it enables implementation of statistical algorithms that are not available in any SAS procedure. Rick Wicklin's Statistical Programming with SAS/IML Software is the first book to provide a comprehensive description of the software and how to use it. He presents tips and techniques that enable you to use the IML procedure and the SAS/IML Studio application efficiently. In addition to providing a comprehensive introduction to the software, the book also shows how to create and modify statistical graphs, call SAS procedures and R functions from a SAS/IML program, and implement such modern statistical techniques as simulations and bootstrap methods in the SAS/IML language. Written for data analysts working in all industries, graduate students, and consultants, Statistical Programming with SAS/IML Software includes numerous code snippets and more than 100 graphs.

A Handbook of Statistical Graphics Using SAS ODS

Author : Geoff Der
Publisher : CRC Press
ISBN 13 : 1466599030
Total Pages : 250 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis A Handbook of Statistical Graphics Using SAS ODS by : Geoff Der

Download or read book A Handbook of Statistical Graphics Using SAS ODS written by Geoff Der and published by CRC Press. This book was released on 2014-08-15 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Easily Use SAS to Produce Your Graphics Diagrams, plots, and other types of graphics are indispensable components in nearly all phases of statistical analysis, from the initial assessment of the data to the selection of appropriate statistical models to the diagnosis of the chosen models once they have been fitted to the data. Harnessing the full graphics capabilities of SAS, A Handbook of Statistical Graphics Using SAS ODS covers essential graphical methods needed in every statistician’s toolkit. It explains how to implement the methods using SAS 9.4. The handbook shows how to use SAS to create many types of statistical graphics for exploring data and diagnosing fitted models. It uses SAS’s newer ODS graphics throughout as this system offers a number of advantages, including ease of use, high quality of results, consistent appearance, and convenient semiautomatic graphs from the statistical procedures. Each chapter deals graphically with several sets of example data from a wide variety of areas, such as epidemiology, medicine, and psychology. These examples illustrate the use of graphic displays to give an overview of data, to suggest possible hypotheses for testing new data, and to interpret fitted statistical models. The SAS programs and data sets are available online.

Simulating Data with SAS

Author : Rick Wicklin
Publisher : SAS Institute
ISBN 13 : 1629592536
Total Pages : 363 pages
Book Rating : 4.6/5 (295 download)

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Book Synopsis Simulating Data with SAS by : Rick Wicklin

Download or read book Simulating Data with SAS written by Rick Wicklin and published by SAS Institute. This book was released on 2013-04-22 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data simulation is a fundamental technique in statistical programming and research. Rick Wicklin's Simulating Data with SAS brings together the most useful algorithms and the best programming techniques for efficient data simulation in an accessible how-to book for practicing statisticians and statistical programmers. This book discusses in detail how to simulate data from common univariate and multivariate distributions, and how to use simulation to evaluate statistical techniques. It also covers simulating correlated data, data for regression models, spatial data, and data with given moments. It provides tips and techniques for beginning programmers, and offers libraries of functions for advanced practitioners. As the first book devoted to simulating data across a range of statistical applications, Simulating Data with SAS is an essential tool for programmers, analysts, researchers, and students who use SAS software. This book is part of the SAS Press program.

SAS Programming and Data Analysis

Author : Leonard C. Onyiah
Publisher :
ISBN 13 :
Total Pages : 608 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis SAS Programming and Data Analysis by : Leonard C. Onyiah

Download or read book SAS Programming and Data Analysis written by Leonard C. Onyiah and published by . This book was released on 2005 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: "SAS Programming and Data Analysis is an instructional manual on programming with SAS and the general syntax of the SAS software. The Statistical Analysis System was developed by, and is proprietary to the SAS Institute, Cary, North Carolina. SAS is an integrated software that enables the user to enter, retrieve, manage, and analyze data in different ways. It has become one of the foremost software programs for business, government, and industry. Additionally, SAS is the software of choice for most institutions graduating majors and minor in Statistics."--Back cover.