Luca Martino

(Author)

Independent Random Sampling Methods (2018)Hardcover - 2018, 11 April 2018

Independent Random Sampling Methods (2018)
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Part of Series
Statistics and Computing
Print Length
280 pages
Language
English
Publisher
Springer
Date Published
11 Apr 2018
ISBN-10
3319726331
ISBN-13
9783319726335

Description

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.

Product Details

Authors:
Luca MartinoDavid LuengoJoaquín Míguez
Book Edition:
2018
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
11 April 2018
Dimensions:
23.39 x 15.6 x 1.75 cm
ISBN-10:
3319726331
ISBN-13:
9783319726335
Language:
English
Location:
Cham
Pages:
280
Publisher:
Weight:
589.67 gm

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