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End User License Agreement
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End User License Agreement
by Ajay Ohri
SAS for R Users
Cover
Preface
Scope
1 About SAS and R
1.1 About SAS
1.2 About R
1.3 Notable Points in SAS and R Languages
1.4 Some Important Functions with Comparative Comparisons Respectively
1.5 Summary
1.6 Quiz Questions
Quiz Answers
2 Data Input, Import and Print
2.1 Importing Data
2.2 Importing Data in SAS
2.3 Importing Data in R
2.4 Providing Data Input
2.5 Data Input in SAS
2.6 Printing Data
2.7 Summary
2.8 Quiz Questions
Quiz Answers
3 Data Inspection and Cleaning
3.1 Introduction
3.2 Data Inspection
3.3 Missing Values
3.4 Data Cleaning
3.5 Quiz Questions
Quiz Answers
4 Handling Dates, Strings, Numbers
4.1 Working with Numeric Data
4.2 Working with Date Data
4.3 Handling Strings Data
4.4 Quiz Questions
Quiz Answers
5 Numerical Summary and Groupby Analysis
5.1 Numerical Summary and Groupby Analysis
5.2 Numerical Summary and Groupby Analysis in SAS
5.3 Numerical Summary and Group by Analysis in R
5.4 Quiz Questions
Quiz Answers
6 Frequency Distributions and Cross Tabulations
6.1 Frequency Distributions in SAS
6.2 Frequency Distributions in R
7 Using SQL with SAS and R
7.1 What is SQL?
7.2 SQL Select
7.3 Merges
7.4 Summary
7.5 Quiz Questions
Quiz Answers
8 Functions, Loops, Arrays, Macros
8.1 Functions
8.2 Loops
8.3 Arrays
8.4 Macros
8.5 Quiz Questions
Quiz Answers
9 Data Visualization
9.1 Importance of Data Visualization
9.2 Data Visualization in SAS
9.3 Data Visualization in R
9.4 Quiz Questions
Quiz Answers
10 Data Output
10.1 Data Output in SAS
10.2 Data Output in R
10.3 Quiz Questions
Quiz Answers
11 Statistics for Data Scientists
11.1 Types of Variables
11.2 Statistical Methods for Data Analysis
11.3 Distributions
11.4 Descriptive Statistics
11.5 Inferential Statistics
11.6 Algorithms in Data Science
11.7 Quiz Questions
Quiz Answers
Further Reading
Index
End User License Agreement
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WILEY END USER LICENSE AGREEMENT
WILEY END USER LICENSE AGREEMENT
Go to
www.wiley.com/go/eula
to access Wiley’s ebook EULA.
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