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Advanced Object-Oriented Programming in R : Statistical Programming for Data Science, Analysis and Finance /
Learn how to write object-oriented programs in R and how to construct classes and class hierarchies in the three object-oriented systems available in R. This book gives an introduction to object-oriented programming in the R programming language and shows you how to use and apply R in an object-orie...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[New York] :
Springer Science and Business Media : Apress,
[2017]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- At a Glance; Contents; About the Author; About the Technical Reviewer; Introduction; Chapter 1: Classes and Generic Functions; Generic Functions; Classes; Polymorphism in Action; Designing Interfaces; The Usefulness of Polymorphism; Polymorphism and Algorithmic Programming; Sorting Lists; General Comments on Flexible Implementations of Algorithms; More on UseMethod; Chapter 2: Class Hierarchies; Interfaces and Implementations; Polymorphism and Interfaces; Abstract and Concrete Classes; Implementing Abstract and Concrete Classes in R; Another Example: Graphical Objects.
- Class Hierarchies As Interfaces with RefinementsChapter 3: Implementation Reuse; Method Lookup in Class Hierarchies; Getting the Hierarchy Correct in the Constructors; NextMethod; Chapter 4: Statistical Models; Bayesian Linear Regression; Model Matrices; Constructing Fitted Model Objects; Coefficients and Confidence Intervals; Predicting Response Variables; Chapter 5: Operator Overloading; Functions and Operators; Defining Single Operators; Group Operators; Units Example; Chapter 6: S4 Classes; Defining S4 Classes; Generic Functions; Slot Prototypes; Object Validity.
- Generic Functions and Class HierarchiesRequiring Methods; Constructors; Dispatching on Type-Signatures; Operator Overloading; Combining S3 and S4 Classes; Chapter 7: R6 Classes; Defining Classes; Object Initialization; Private and Public Attributes; Active Bindings; Inheritance; References to Objects and Object Sharing; Interaction with S3 and Operator Overloading; Chapter 8: Conclusions; Index.