The Little SAS® Book: A Primer, Sixth Edition
by Susan J. Slaughter, Lora D. Delwiche
The Little SAS Book, 6th Edition
- Acknowledgments
- Introducing SAS Software
- About This Book
- About These Authors
- Chapter 1 Getting Started Using SAS Software
- Chapter 2 Accessing Your Data
- 2.1 Methods for Getting Your Data into SAS
- 2.2 SAS Data Libraries and Data Sets
- 2.3 Listing the Contents of a SAS Data Set
- 2.4 Reading Excel Files with the IMPORT Procedure
- 2.5 Accessing Excel Files Using the XLSX LIBNAME Engine
- 2.6 Reading Delimited Files with the IMPORT Procedure
- 2.7 Telling SAS Where to Find Your Raw Data
- 2.8 Reading Raw Data Separated by Spaces
- 2.9 Reading Raw Data Arranged in Columns
- 2.10 Reading Raw Data Not in Standard Format
- 2.11 Selected Informats
- 2.12 Mixing Input Styles
- 2.13 Reading Messy Raw Data
- 2.14 Reading Multiple Lines of Raw Data per Observation
- 2.15 Reading Multiple Observations per Line of Raw Data
- 2.16 Reading Part of a Raw Data File
- 2.17 Controlling Input with Options in the INFILE Statement
- 2.18 Reading Delimited Files with the DATA Step
- Chapter 3 Working with Your Data
- 3.1 Using the DATA Step to Modify Data
- 3.2 Creating and Modifying Variables
- 3.3 Using SAS Functions
- 3.4 Selected SAS Character Functions
- 3.5 Selected SAS Numeric Functions
- 3.6 Using IF-THEN and DO Statements
- 3.7 Grouping Observations with IF-THEN/ELSE Statements
- 3.8 Subsetting Your Data in a DATA Step
- 3.9 Subsetting Your Data Using PROC SQL
- 3.10 Writing Multiple Data Sets Using OUTPUT Statements
- 3.11 Making Several Observations from One Using OUTPUT Statements
- 3.12 Using Iterative DO, DO WHILE, and DO UNTIL Statements
- 3.13 Working with SAS Dates
- 3.14 Selected Date Informats, Functions, and Formats
- 3.15 Using RETAIN and Sum Statements
- 3.16 Simplifying Programs with Arrays
- 3.17 Using Shortcuts for Lists of Variable Names
- 3.18 Using Variable Names with Special Characters
- Chapter 4 Sorting, Printing, and Summarizing Your Data
- 4.1 Using SAS Procedures
- 4.2 Subsetting in Procedures with the WHERE Statement
- 4.3 Sorting Your Data with PROC SORT
- 4.4 Changing the Sort Order for Character Data
- 4.5 Printing Your Data with PROC PRINT
- 4.6 Changing the Appearance of DataValues with Formats
- 4.7 Selected Standard Formats
- 4.8 Creating Your Own Formats with PROC FORMAT
- 4.9 Writing a Report to a Text File
- 4.10 Summarizing Your Data Using PROC MEANS
- 4.11 Writing Summary Statistics to a SAS Data Set
- 4.12 Producing One-Way Frequencies with PROC FREQ
- 4.13 Producing Crosstabulations with PROC FREQ
- 4.14 Grouping Data with User-Defined Formats
- 4.15 Producing Tabular Reports with PROC TABULATE
- 4.16 Adding Statistics to PROC TABULATE Output
- 4.17 Enhancing the Appearance of PROC TABULATE Output
- 4.18 Changing Headers in PROC TABULATE Output
- 4.19 Producing Simple Output with PROC REPORT
- 4.20 Using DEFINE Statements in PROC REPORT
- 4.21 Creating Summary Reports with PROC REPORT
- 4.22 Adding Summary Breaks to PROC REPORT Output
- 4.23 Adding Statistics to PROC REPORT Output
- 4.24 Adding Computed Variables to PROC REPORT Output
- Chapter 5 Enhancing Your Output with ODS
- 5.1 Concepts of the Output Delivery System
- 5.2 Creating HTML Output
- 5.3 Creating RTF Output
- 5.4 Creating PDF Output
- 5.5 Creating Text Output
- 5.6 Customizing Titles and Footnotes
- 5.7 Customizing PROC PRINT with the STYLE= Option
- 5.8 Customizing PROC REPORT with the STYLE= Option
- 5.9 Customizing PROC TABULATE with the STYLE= Option
- 5.10 Adding Trafficlighting to Your Output
- 5.11 Selected Style Attributes
- 5.12 Tracing and Selecting Procedure Output
- 5.13 Creating SAS Data Sets from Procedure Output
- Chapter 6 Modifying and Combining SAS Data Sets
- 6.1 Stacking Data Sets Using the SET Statement
- 6.2 Interleaving Data Sets Using the SET Statement
- 6.3 Combining Data Sets Using a One-to-One Match Merge
- 6.4 Combining Data Sets Using a One-to-Many Match Merge
- 6.5 Using PROC SQL to Join Data Sets
- 6.6 Merging Summary Statistics with the Original Data
- 6.7 Combining a Grand Total with the Original Data
- 6.8 Adding Summary Statistics to Data Using PROC SQL
- 6.9 Updating a Master Data Set with Transactions
- 6.10 Using SAS Data Set Options
- 6.11 Tracking and Selecting Observations with the IN= Option
- 6.12 Selecting Observations with the WHERE= Option
- 6.13 Changing Observations to Variables Using PROC TRANSPOSE
- 6.14 Using SAS Automatic Variables
- Chapter 7 Writing Flexible Code with the SAS Macro Facility
- 7.1 Macro Concepts
- 7.2 Substituting Text with Macro Variables
- 7.3 Concatenating Macro Variables with Other Text
- 7.4 Creating Modular Code with Macros
- 7.5 Adding Parameters to Macros
- 7.6 Writing Macros with Conditional Logic
- 7.7 Using %DO Loops in Macros
- 7.8 Writing Data-Driven Programs with CALL SYMPUTX
- 7.9 Writing Data-Driven Programs with PROC SQL
- 7.10 Debugging Macro Errors
- Chapter 8 Visualizing Your Data
- 8.1 Concepts of ODS Graphics
- 8.2 Creating Bar Charts with PROC SGPLOT
- 8.3 Creating Histograms and Density Curves with PROC SGPLOT
- 8.4 Creating Box Plots with PROC SGPLOT
- 8.5 Creating Scatter Plots with PROC SGPLOT
- 8.6 Creating Series Plots with PROC SGPLOT
- 8.7 Creating Fitted Curves with PROC SGPLOT
- 8.8 Controlling Axes and Reference Lines in PROC SGPLOT
- 8.9 Controlling Legends and Insets in PROC SGPLOT
- 8.10 Customizing Graph Attributes in PROC SGPLOT
- 8.11 Creating Paneled Graphs with PROC SGPANEL
- 8.12 Specifying Image Properties and Saving Graphics Output
- Chapter 9 Using Basic Statistical Procedures
- 9.1 Examining the Distribution of Data with PROC UNIVARIATE
- 9.2 Creating Statistical Graphics with PROC UNIVARIATE
- 9.3 Producing Statistics with PROC MEANS
- 9.4 Testing Means with PROC TTEST
- 9.5 Creating Statistical Graphics with PROC TTEST 258
- 9.6 Testing Categorical Data with PROC FREQ
- 9.7 Creating Statistical Graphics with PROC FREQ
- 9.8 Examining Correlations with PROC CORR
- 9.9 Creating Statistical Graphics with PROC CORR
- 9.10 Using PROC REG for Simple Regression Analysis
- 9.11 Creating Statistical Graphics with PROC REG
- 9.12 Using PROC ANOVA for One-Way Analysis of Variance
- 9.13 Reading the Output of PROC ANOVA
- Chapter 10 Exporting Your Data
- Chapter 11 Debugging Your SAS Programs
- 11.1 Writing SAS Programs That Work
- 11.2 Fixing Programs That Don’t Work
- 11.3 Searching for the Missing Semicolon
- 11.4 Note: INPUT Statement Reached Past the End of a Line
- 11.5 Note: Lost Card
- 11.6 Note: Invalid Data
- 11.7 Note: Missing Values Were Generated
- 11.8 Note: Numeric Values Have Been Converted to Character (or Vice Versa)
- 11.9 DATA Step Produces Wrong Results but No Error Message
- 11.10 Error: Invalid Option, Error: The Option Is Not Recognized, or Error: Statement IsNot Valid
- 11.11 Note: Variable Is Uninitialized or Error: Variable Not Found
- 11.12 SAS Truncates a Character Variable
- 11.13 Saving Memory or Disk Space
- Index
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“When we try to pick out anything by itself, we find it hitched to everything in the Universe.”
JOHN MUIR
From My First Summer in the Sierra by John Muir. Public domain.
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