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Cody's Data Cleaning Techniques Using SAS, Second Edition (SAS Press), by Ron Cody
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Thoroughly updated for SAS 9, Cody's Data Cleaning Techniques Using SAS, Second Edition, addresses tasks that nearly every SAS programmer needs to do - that is, make sure that data errors are located and corrected. Written in Ron Cody's signature informal, tutorial style, this book develops and demonstrates data cleaning programs and macros that you can use as written or modify for your own special data cleaning needs. Each topic is developed through specific examples, and every program and macro is explained in detail.
- Sales Rank: #1017509 in eBooks
- Published on: 2015-04-17
- Released on: 2015-04-17
- Format: Kindle eBook
Review
"Clean data is critical to accurate analysis. By implementing programs and macros in Cody's Data Cleaning Techniques Using SAS, Second Edition, you can achieve the goal of a clean SAS data set. Easy-to-follow examples identify invalid, missing, or out-of-range data. Also included are chapters working with dates and matching Primary Key (Identifier) variables across multiple files. This Second Edition incorporates new features in SAS9.
This book is a valuable tool for all SAS users to prepare data for analysis." --Karol Katz, MS, Programmer/Analyst, Yale University School of Medicine
"Many veteran coders become comfortable - sometimes too comfortable - with the coding techniques that they learned early on in their careers. They believe that there is no need to adopt enhanced features since their old skills continue to provide an adequate return. Dr. Ron Cody is NOT one of those people; his published works on SAS embrace the changes that have occurred in the SAS language over the years. Some of his books, most notably SAS Functions by Example and Learning SAS by Example: A Programmer's Guide, are benchmarks by which other books should be measured. He's now taken one of his earlier works, Cody's Data Cleaning Techniques Using SAS Software and updated it to take advantage of what SAS has introduced in the 9 years since the original version was published.
Folks who purchased his original volume should be prepared to put their first copy away and begin to use the newer work at their earliest opportunity." --Andrew T. Kuligowski, SouthEast SAS Users Group
"Many veteran coders become comfortable - sometimes too comfortable - with the coding techniques that they learned early on in their careers. They believe that there is no need to adopt enhanced features since their old skills continue to provide an adequate return. Dr. Ron Cody is NOT one of those people; his published works on SAS embrace the changes that have occurred in the SAS language over the years. Some of his books, most notably SAS Functions by Example and Learning SAS by Example: A Programmer's Guide, are benchmarks by which other books should be measured. He's now taken one of his earlier works, Cody's Data Cleaning Techniques Using SAS Software and updated it to take advantage of what SAS has introduced in the 9 years since the original version was published.
Folks who purchased his original volume should be prepared to put their first copy away and begin to use the newer work at their earliest opportunity." --Andrew T. Kuligowski, SouthEast SAS Users Group
About the Author
Ron Cody, Ed.D., is a retired professor from the Robert Wood Johnson Medical School who now works as a private consultant and a national instructor for SAS. A SAS user since 1977, Ron has extensive knowledge and innovative style that have made him a popular presenter at local, regional, and national SAS conferences. He has authored or coauthored many books, such as Learning SAS by Example: A Programmer's Guide; SAS Programming by Example; Applied Statistics and the SAS Programming Language, Fifth Edition; The SAS Workbook; The SAS Workbook Solutions; Cody's Data Cleaning Techniques Using SAS Software; Longitudinal Data and SAS: A Programmer's Guide; and SAS Functions by Example, as well as numerous articles in medical and scientific journals.
Most helpful customer reviews
5 of 5 people found the following review helpful.
Want to be a SAS guru?
By I Teach Typing
Get this book when you want to change from being somebody who knows some basic data manipulation into being a SAS data guru. This brilliantly well written text includes lots of well annotated code examples and output which demonstrate how to find and clean bad data. Topics are covered with multiple methods starting with basic tricks that "everybody knows" but with slight tweaks to make them work better and then fancier methods are shown with clear explanations on why you would want to bother with the more advanced techniques. For example, he covers getting basic descriptive numeric statistics with the typical SAS procedures (proc means and proc univariate) but he shows useful tweaks like how to get custom percentages and custom reports of extreme values listed. Then he shows how to make the results look good (with proc tabulate) and he also provides custom "macros" so you can easily copy and paste his methods and apply them to your data. The topics are consistently useful and well presented. I have been using and teaching SAS for 15 years and while I was reading this book I repeatedly found myself thinking "I wish somebody told me that trick years ago." Because of the time you will ultimately save with Cody's techniques, this book is money well spent.
7 of 8 people found the following review helpful.
Great book. Easy to read !
By SAS apprentice
Like other books by Ron Cody, this book is easy to read and understand. The explanation is clear with different examples and ways to write the SAS codes to achieve similar objectives but to suit different situations. You can download the programs and data sets from SAS website to try the codes without typing it yourselves. I normally had problems focusing on a book for a long time and skipped exercises to finish the book the earliest. It did not happen to me when reading this book. Moreover the book covers all the key problems with data especially when you touch it the first time. Even if you are a SAS expert, you will be surprised to learn a better way to code SAS. I highly recommend this book.
5 of 5 people found the following review helpful.
Updated classic
By Mark S. Cary
Those of us who work professionally in biostatistics with SAS keep Cody's book on the shelf above our computer. The methods and code are invaluable for finding and cleaning the dirty data that accompanies research and large medical datasets.
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