Modeling Data With Functional Programming in R
A Functional Programming Approach
1st Edition
Will be published approx. on 7. March 2030
Book
Hardback
400 pages
978-1-4665-7067-2 (ISBN)
Description
Helping readers become successful quants, this book provides them with an understanding of the principles of computational system design. Modern computational and quantitative systems have specific needs and workflows that must be accounted for when designing an analytical system. The book shows how the functional programming paradigm simplifies this design and acts as a lingua franca to the mathematical and computational models. The book describes quantitative development in terms of the statistical programming language R.
More details
Series
Language
English
Place of publication
Bosa Roca
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Quantitative analysts and students in financial engineering, computational finance, scientific computing, and numerical methods.
Illustrations
50 s/w Abbildungen
50 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4665-7067-2 (9781466570672)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Person
Content
Introduction: Characteristics of a Computational System. On the Role of Software. On the Ephemeral Nature of Data. Polymorphic Models. Functional Programming for Quantitative Finance: Mathematical Thinking and Language Paradigms. Mechanics of Functional Programming. Data Management. Modularity and Modeling. The Architecture of Computational Systems: System Architecture. Computational Complexity. Big Data. Enterprise Integration.