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Title: Cody's Data Cleaning Techniques Using SAS Software by Ronald P. Cody, Ron Cody, Art Ginsburg ISBN: 1-58025-600-7 Publisher: SAS Publishing Pub. Date: January, 2000 Format: Paperback Volumes: 1 List Price(USD): $37.95 |
Average Customer Rating: 5 (1 review)
Rating: 5
Summary: Excellent As Usual!
Comment: Ron Cody is the master of SAS educational books: His clear informal style is undaunting, he supplies plenty of examples, and he explains both what you need to know and why you need to know it.
Many books teach SAS programming, but few of them explain how to identify "hidden" errors, such as duplicate observations, out-of-range or missing values, and whether an ID value is in each of two or more files. These are important checks, because programs will often run and look fine, even though they may contain these database errors (or, if not errors, assumptions that are not true).
The majority of the book is for intermediate to advanced users who set up databases for statistical manipulation. Although Cody tries to simplify things, it appeared that some techniques such as PROC SQL and macros assume some prior basic knowledge. However, as evident from the chapters listed below, there are valuable lessons that will help intermediate (and even some "advanced beginners" ) level users.
Chapters:
1. Checking Values of Character Variables
2. Checking Values of Numeric Variables
3. Checking for Missing Values
4. Working with Dates
5. Looking for Duplicates and "n" Observations per Subject
6. Working with Multiple Files
7. Double Entry and Verification (PROC COMPARE)
8. Some SQL Solutions to Data Cleaning
9. Using Validation Data Sets
Appendix: Listing of Raw Data Files and SAS Programs
There are lots of program examples and output that really make this a useful book. 226 pages, including index. Another great job by this author!
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Title: Longitudinal Data and SAS: A Programmer's Guide by Ronald P. Cody, Ron Cody ISBN: 1580259243 Publisher: SAS Publishing Pub. Date: November, 2001 List Price(USD): $29.95 |
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Title: SAS Programming by Example by Ron Cody, Ray Pass ISBN: 1555446817 Publisher: SAS Publishing Pub. Date: 08 March, 1995 List Price(USD): $44.95 |
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Title: SAS Macro Programming Made Easy by Michele M. Burlew ISBN: 1580253431 Publisher: SAS Publishing Pub. Date: 22 December, 1998 List Price(USD): $35.95 |
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Title: Handbook of Statistical Analyses Using SAS, Second Edition by Geoff Der, Brian S. Everitt ISBN: 158488245X Publisher: CRC Press Pub. Date: 21 August, 2001 List Price(USD): $44.95 |
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Title: The Little SAS Book : A Primer, Second Edition by Lora D. Delwiche, Susan J. Slaughter ISBN: 1580252397 Publisher: SAS Publishing Pub. Date: 10 November, 1998 List Price(USD): $30.95 |
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