Independent Random Sampling Methods by Luca Martino

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Summary

This book systematically addresses the design and analysis of efficient techniques for independent random sampling.

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Independent Random Sampling Methods by Luca Martino

This book systematically addresses the design and analysis of efficient techniques for independent random sampling.

“The book contains more than 300 references and has more than 50 coloured figures for better understandingThe book can be recommended to all readers, who are interested in this field, e.g. ‘engineers working in signal theory or statisticians interested in computational methods or scientists working in the fields of biology, quantitative finance or physics, where complex models that demand Monte Carlo computations are needed’.” (Ludwig Paditz, zbMATH 1414.62007, 2019)

Luca Martino is currently a research fellow at the University of Valencia, Spain, after having held positions at the Carlos III University of Madrid, Spain, the University of Helsinki, Finland and the University of São Paulo, Brazil. His research interests are in the fields of statistical signal processing and computational statistics, especially in connection with Bayesian analysis and Monte Carlo approximation methods.

David Luengo is an Associate Professor at the Technical University of Madrid, Spain. His research interests are in the broad fields of statistical signal processing and machine learning, especially Bayesian learning and inference, Gaussian processes, Monte Carlo algorithms, sparse signal processing and Bayesian non-parametrics. Dr. Luengo has co-authored over 70 research papers, which were published in international journals and conference volumes.

Joaquín Míguez is an Associate Professor at the Carlos III University of Madrid, Spain. His interests are in the fields of applied probability, computational statistics, dynamical systems and the theory and applications of the Monte Carlo methods. Having published extensively and lectured internationally on his research, he was a co-recipient of the IEEE Signal Processing Magazine Best Paper Award in 2007.

SKU Unavailable
ISBN 13 9783030102418
ISBN 10 3030102416
Title Independent Random Sampling Methods
Author Luca Martino
Series Statistics And Computing
Condition Unavailable
Binding Type Paperback
Publisher Springer Nature Switzerland AG
Year published 2019-02-09
Number of pages 280
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.