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E-raamat: SAS Programming and Data Visualization Techniques: A Power User's Guide

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  • Formaat: PDF+DRM
  • Ilmumisaeg: 19-Aug-2015
  • Kirjastus: APress
  • Keel: eng
  • ISBN-13: 9781484205686
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SAS Programming and Data Visualization Techniques: A Power User's GuideSuurem pilt
  • Formaat: PDF+DRM
  • Ilmumisaeg: 19-Aug-2015
  • Kirjastus: APress
  • Keel: eng
  • ISBN-13: 9781484205686
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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.

     

    • About the Author xv
    About the Technical Reviewer xvii
    Acknowledgments xix
    Introduction xxi
    Part I Programming Efficiency Techniques
    		1(38)
    Overview
    		1(2)
    Chapter 1 The Basics of Efficient SAS Coding
    		3(10)
    Is the SAS Programming World "Back to Front"?
    		3(1)
    Speed and Low Maintenance
    		4(1)
    Speed or Low Maintenance: Part 1
    		5(1)
    Speed or Low Maintenance: Part 2
    		6(2)
    Personal Preferences
    		8(1)
    Reducing Maintenance: Part 1
    		9(1)
    Reducing Maintenance: Part 2
    		10(1)
    Conclusions
    		11(1)
    References
    		11(2)
    Chapter 2 How to Use Lookup Tables Effectively
    		13(16)
    Sample Data Sets
    		13(3)
    DATA Step Merge
    		16(1)
    SQL Join
    		17(1)
    Generated SAS Formats
    		18(2)
    Generated If.. Then .. Else
    		20(2)
    Generated Select.. When .. Otherwise
    		22(2)
    DATA Step Hash
    		24(2)
    Conclusions
    		26(1)
    Reference
    		27(2)
    Chapter 3 Case: SAS Skills in Epidemiology
    		29(10)
    Size Really Is Important!
    		29(1)
    Working with Longitudinal Databases
    		29(1)
    Needing to Clean the Data
    		30(1)
    Choosing a Suitable Database
    		30(1)
    Programming Techniques
    		31(6)
    Sample Data Sets
    		31(1)
    Sample SAS Code
    		31(4)
    Performance Results
    		35(2)
    Summary
    		37(1)
    Some Thoughts for Managers
    		38(1)
    Part II External Interfaces
    		39(70)
    Overview
    		39(2)
    Chapter 4 SAS to R to SAS
    		41(10)
    Software Environment
    		41(1)
    Program Flow
    		41(6)
    SAS Activity to Prepare the Data
    		42(2)
    R Activity
    		44(1)
    SAS Activity to Create the ODS Report
    		45(2)
    Coding Issues
    		47(1)
    Character-Based Reports
    		48(1)
    Conclusions
    		48(1)
    Software Resources and Further Reading
    		49(2)
    Chapter 5 Knit Perl and SAS Software for DIY Web Applications
    		51(14)
    HTML Programming
    		51(2)
    System Requirements
    		53(1)
    SAS Programming
    		53(7)
    Perl Programming and Operational Details
    		60(3)
    Conclusions
    		63(1)
    References
    		63(2)
    Chapter 6 Running SAS Programs in Enterprise Guide
    		65(8)
    Environment Setup
    		65(1)
    Changes to the Automatic Initialization Program
    		66(1)
    Limitations of Enterprise Guide Software
    		66(1)
    Accessing Local SAS Installations
    		66(1)
    Accessing Server-Based SAS Installations
    		67(1)
    Why You Cannot Use Autoexec.sas
    		67(1)
    Why Do Platform-Specific System Commands Fail?
    		67(1)
    Changing the Current Directory
    		68(2)
    Generating SAS Code Using Enterprise Guide Tasks
    		70(1)
    Automatically Saving Logs to Disk
    		71(1)
    Conclusions
    		72(1)
    References
    		72(1)
    Chapter 7 Running SAS Programs in SAS Studio or Enterprise Guide
    		73(28)
    Platform-Specific Users
    		73(5)
    Windows Users
    		73(4)
    Unix or Linux Users
    		77(1)
    MAC Users
    		78(1)
    Role-Specific Users
    		78(20)
    Academic Users
    		78(1)
    Non-Programming Data Analysts
    		79(7)
    Novice and Intermediate Programmers
    		86(5)
    Power Users
    		91(6)
    Interface and Task Developers
    		97(1)
    Conclusions
    		98(1)
    References
    		99(2)
    Chapter 8 Everyday Uses for SAS Output Delivery System (ODS)
    		101(8)
    Disguising a Web Page
    		101(1)
    Uses
    		101(1)
    Code
    		102(1)
    Drawbacks
    		102(1)
    Creating Reports in Parallel
    		102(1)
    Uses
    		102(1)
    Code
    		103(1)
    Drawbacks
    		103(1)
    Saving Reports for Later
    		103(2)
    Uses
    		104(1)
    Code
    		104(1)
    Drawbacks
    		105(1)
    Packaging Reports into Zip Files
    		105(2)
    Uses
    		105(1)
    Code
    		106(1)
    Drawbacks
    		106(1)
    Conclusions
    		107(2)
    Part III Data Visualization
    		109(132)
    Overview
    		109(2)
    Chapter 9 Introduction to Graph Templates and ODS Graphics Procedures
    		111(16)
    Coming Up
    		112(2)
    Introduction to ODS Graphics Procedures
    		114(12)
    PROC SGPLOT
    		114(2)
    PROC SGPANEL
    		116(2)
    PROC SGSCATTER
    		118(8)
    Conclusions
    		126(1)
    Chapter 10 Generating Graph Templates
    		127(26)
    ODS Graphics Designer
    		127(23)
    How to Start the ODS Graphics Designer
    		127(3)
    Using the Gallery to Create Simple Templates
    		130(18)
    Saving the Template as a Designer File (*.sgd)
    		148(1)
    Saving the Template as a SAS Program (*.sas)
    		149(1)
    Graph Template Usage
    		150(2)
    Preparing Data for Graph Templates
    		150(1)
    Displaying Graph Templates
    		151(1)
    Conclusions
    		152(1)
    Chapter 11 Converting SAS/GRAPH Plots to ODS Graphics
    		153(32)
    Scatter Plots
    		153(2)
    SAS/GRAPH from SAS 9.2
    		154(1)
    ODS Graphics from SAS 9.2 (Easy)
    		154(1)
    Line Plots
    		155(2)
    SAS/GRAPH from SAS 9.2
    		156(1)
    ODS Graphics from SAS 9.2 (Easy)
    		156(1)
    Regression Plots
    		157(2)
    SAS/GRAPH from SAS 9.2
    		157(1)
    ODS Graphics from SAS 9.2 (Easy)
    		158(1)
    Error Bar Plots
    		159(3)
    SAS/GRAPH from SAS 9.2
    		160(1)
    ODS Graphics from SAS 9.2 (Easy)
    		161(1)
    Box Plots
    		162(2)
    SAS/GRAPH from SAS 9.2
    		162(1)
    ODS Graphics from SAS 9.2 (Easy)
    		163(1)
    Vertical Bar Charts
    		164(6)
    SAS/GRAPH from SAS 9.2
    		164(2)
    ODS Graphics from SAS 9.2 (Easy)
    		166(3)
    ODS Graphics from SAS 9.3 (Easy)
    		169(1)
    Horizontal Bar Charts
    		170(10)
    SAS/GRAPH from SAS 9.2
    		170(3)
    ODS Graphics from SAS 9.2 (Easy)
    		173(3)
    ODS Graphics from SAS 9.3 (Easy)
    		176(1)
    ODS Graphics from SAS 9.4 (Difficult and Impossible)
    		177(3)
    2D Pie Charts
    		180(3)
    SAS/GRAPH from SAS 9.2
    		180(1)
    ODS Graphics in SAS 9.2 (Impossible)
    		181(1)
    ODS Graphics as of SAS 9.3 (Difficult)
    		181(2)
    3D Pie Charts
    		183(1)
    ODS Graphics in SAS 9.2, 9.3, and 9.4 (Impossible)
    		183(1)
    Conclusions
    		183(1)
    Recommended Reading
    		183(2)
    Chapter 12 Converting SAS/GRAPH Annotate to ODS Graphics
    		185(20)
    Error Bars
    		185(4)
    SAS/GRAPH from SAS 9.2
    		186(2)
    ODS Graphics from SAS 9.2 (Easy)
    		188(1)
    Point Labels
    		189(3)
    SAS/GRAPH from SAS 9.2
    		190(1)
    ODS Graphics from SAS 9.2 (Easy)
    		191(1)
    Bar Labels
    		192(4)
    SAS/GRAPH from SAS 9.2
    		193(1)
    ODS Graphics from SAS 9.3 (Easy)
    		194(1)
    ODS Graphics from SAS 9.4 (Easy)
    		195(1)
    Information Boxes
    		196(7)
    SAS/GRAPH from SAS 9.2
    		197(1)
    ODS Graphics from SAS 9.3 (Difficult)
    		198(1)
    ODS Graphics from SAS 9.2 (Difficult)
    		199(2)
    ODS Graphics from SAS 9.2 (Easy)
    		201(2)
    Conclusions
    		203(2)
    Chapter 13 Customizing Graph Templates
    		205(32)
    Structure and Syntax
    		205(9)
    Structure
    		205(6)
    Template Syntax
    		211(3)
    Creating Your Own Templates
    		214(21)
    Customizing PROC SGSCATTER Graphs
    		214(11)
    Customizing PROC SGPLOT Templates
    		225(7)
    Graph Template Contents
    		232(3)
    Conclusions
    		235(2)
    Chapter 14 ODS GRAPHICS Statement
    		237(4)
    ODS GRAPHICS Statement
    		237(1)
    ODS Graphics Output Destinations
    		238(2)
    SAS 9.2
    		238(1)
    SAS 9.3
    		238(1)
    SAS 9.4
    		239(1)
    EMF Output Files
    		239(1)
    Conclusions
    		240(1)
    Index 241
    Philip R. Holland has over 25 years of experience of working with SAS software. Having started in 1981 as an MVS Systems Programmer for the University of London Computer Centre (ULCC), he moved on to Prudential Assurance where, as an MVS Systems Programmer and Performance Analyst, he was the company's SAS technical support representative. His third and final permanent SAS position as a Capacity Planner to Centrefile ended in 1992, when he formed his own consultancy company, Holland Numerics Ltd. Since then, he has provided SAS technical consultancy on all the major platforms that support SAS software in the financial, retail and pharmaceutical sectors in the UK, Belgium, Holland, and Germany.Holland, the author of thirty articles and conference papers relating to SAS, is an enthusiastic software developer, not only using SAS, but also Perl, Java, JavaScript and Visual Basic. The author of three books, his latest project has been to develop SAS-related eBook apps.
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