Name: Independent Random Sampling Methods (Statistics and Computing) (en Inglés)
Price: 142.49 EUR
Availability: InStock
Author: Luca Martino; David Luengo; Joaquín Míguez
ISBN: 9783319726335

portada Independent Random Sampling Methods (Statistics and Computing) (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Luca Martino; David Luengo; Joaquín Míguez

Año

2018

Idioma

Inglés

N° páginas

280

Encuadernación

Tapa Dura

ISBN13

9783319726335

N° edición

Categorías

Ciencia y análisis de datos
Análisis y captura de datos

Independent Random Sampling Methods (Statistics and Computing) (en Inglés)

Luca Martino; David Luengo; Joaquín Míguez (Autor) · Springer · Tapa Dura

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142,49 €

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Reseña del libro "Independent Random Sampling Methods (Statistics and Computing) (en Inglés)"

This book systematically addresses the design and analysis of efficient techniques for independent random sampling. Both general-purpose approaches, which can be used to generate samples from arbitrary probability distributions, and tailored techniques, designed to efficiently address common real-world practical problems, are introduced and discussed in detail. In turn, the monograph presents fundamental results and methodologies in the field, elaborating and developing them into the latest techniques. The theory and methods are illustrated with a varied collection of examples, which are discussed in detail in the text and supplemented with ready-to-run computer code.The main problem addressed in the book is how to generate independent random samples from an arbitrary probability distribution with the weakest possible constraints or assumptions in a form suitable for practical implementation. The authors review the fundamental results and methods in the field, address the latest methods, and emphasize the links and interplay between ostensibly diverse techniques.