C++ for R Users
C++ for R Users
About the Book
This is a collection of how I solved different C++ errors. Some of this required to check multiple sources and spend hours looking for online resources.
About the Author
Table of Contents
- Preface
- Setup
- C++ Setup
- R Setup
- Package Skeleton
- Motivation
- Loading the Required R
- Running a single function
- Creating a Dummy Package
- Print a Number
- Number's Sign
- Installing the Package
- Good Practice
- Statistical Functions
- Motivation
- Fair Warning
- Statistical details
- Load the Package
- Additional Packages
- \texorpdfstring{Sum of Vector Elements
- \texorpdfstring{Arithmetic Mean
- \texorpdfstring{Variance
- Root Mean Square Error
- Logical Functions
- Motivation
- Fair Warning
- Load the Package
- Additional Packages
- \texorpdfstring{Are Some Values True?
- \texorpdfstring{Which Indices are TRUE?
- \texorpdfstring{Are All Values True?
- Rolling Functions
- Motivation
- Fair Warning
- Load the Package
- Additional Packages
- \texorpdfstring{Cumulative Sum
- \texorpdfstring{Cumulative Product
- \texorpdfstring{Range of Values
- Statistical Functions with Missing
- Motivation
- Load the Package
- Additional Packages
- \texorpdfstring{Sum of Vector Elements
- \texorpdfstring{Arithmetic Mean
- \texorpdfstring{Variance
- Root Mean Square Error
- Rolling functions with missing
- Motivation
- Load the Package
- Additional Packages
- \texorpdfstring{Cumulative sum
- \texorpdfstring{Cumulative product
- \texorpdfstring{Cumulative minimum
- \texorpdfstring{Cumulative maximum
- Debugging R Packages
- Motivation
- Load the Package
- Compiler Setup
- Testing for Memory Leaks
- Adding a configure script
- Testing with Docker
- Compiler optimization
- Motivation
- Read and write
- External pointers
- Worked Examples
- Motivation
- Instructional examples
- Useful R/C++ Integration
- Compiler optimization
- Motivation
- User-wide Makevars
- Anticonf scripts
- Linear Algebra
- Motivation
- Using Armadillo
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