Foundations of Statistical Algorithms: With References to R PackagesКНИГИ » НАУКА И УЧЕБА
Название: Foundations of Statistical Algorithms: With References to R Packages Автор: Claus Weihs, Olaf Mersmann, Uwe Ligges Издательство: Chapman and Hall/CRC Год: 2013 Формат: PDF Страниц: 500 Для сайта:Mirknig.su Размер: 3 Mb Язык: English A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms: With References to R Packages reviews the historical development of basic algorithms to illuminate the evolution of today’s more powerful statistical algorithms. It emphasizes recurring themes in all statistical algorithms, including computation, assessment and verification, iteration, intuition, randomness, repetition and parallelization, and scalability. Unique in scope, the book reviews the upcoming challenge of scaling many of the established techniques to very large data sets and delves into systematic verification by demonstrating how to derive general classes of worst case inputs and emphasizing the importance of testing over a large number of different inputs. Broadly accessible, the book offers examples, exercises, and selected solutions in each chapter as well as access to a supplementary website. After working through the material covered in the book, readers should not only understand current algorithms but also gain a deeper understanding of how algorithms are constructed, how to evaluate new algorithms, which recurring principles are used to tackle some of the tough problems statistical programmers face, and how to take an idea for a new method and turn it into something practically useful.
R Programming: An Approach to Data Analytics Название: R Programming: An Approach to Data Analytics Автор: G. Sudhamathy, C. Jothi Venkateswaran Издательство: MJP Publishers Год: 2019 ...
Data Mining: Theories, Algorithms, and Examples Название: Data Mining: Theories, Algorithms, and Examples Автор: Nong Ye Издательство: CRC Press Год: 2013 Формат: PDF Страниц: 349 Для сайта:...
Computational Actuarial Science with R Название: Computational Actuarial Science with R Автор: Arthur Charpentier Издательство: Chapman and Hall/CRC Серия: The R Series ISBN: 1466592591 ...
Statistical Computing in C++ and R Название: Statistical Computing in C++ and R Автор: Ana Kupresanin, Randall L. Eubank Издательство: Chapman and Hall/CRC Год: 2011 Страниц: 556...
Algorithms for Data Science Название: Algorithms for Data Science Автор: Brian Steele Издательство: Springer Год: 2017 Страниц: 448 Формат: PDF Размер: 10 Mb Язык: English This...
Информация
Посетители, находящиеся в группе Гости, не могут оставлять комментарии к данной публикации.
Навигация
Вход на сайт
Реклама
Foundations of Statistical Algorithms: With References to R Packages 
