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Computational techniques based on simulation have now become an essential part of the statistician's toolbox. It is thus crucial to provide statisticians with a practical understanding of those methods, and there is no better way to develop intuition and skills for simulation than to use simulation to solve statistical problems. Introducing Monte Carlo Methods with R covers the main tools used in statistical simulation from a programmer's point of view, explaining the R implementation of each simulation technique and providing the output for better understanding and comparison. While this book constitutes a comprehensive treatment of simulation methods, the theoretical justification of those methods has been considerably reduced, compared with Robert and Casella (2004). Similarly, the more exploratory and less stable solutions are not covered here. This book does not require a preliminary exposure to the R programming language or to Monte Carlo methods, nor an advanced mathematical background. While many examples are set within a Bayesian framework, advanced expertise in Bayesian statistics is not required. The book covers basic random generation algorithms, Monte Carlo techniques for integration and optimization, convergence diagnoses, Markov chain Monte Carlo methods, including Metropolis {Hastings and Gibbs algorithms, and adaptive algorithms. All chapters include exercises and all R programs are available as an R package called mcsm. The book appeals to anyone with a practical interest in simulation methods but no previous exposure. It is meant to be useful for students and practitioners in areas such as statistics, signal processing, communications engineering, control theory, econometrics, finance and more. The programming parts are introduced progressively to be accessible to any reader.

Gneisenau was built at the Deutsche Werke dockyard in Kiel and launched on 8 December 1936. The ship was armed with a main battery of nine 28 cm (11 in) C/34 guns in three triple turrets. Featuring 140 computer generated colour images this volume covers, in full, the majesty of this great ship. From the initial design to the ship's armour and operational history the authors cover the complete history of this mammoth vessel. Numerous scale plans are included. Volcanic Wines is a well-researched resource on the history, unique characteristics, wine styles and most celebrated producers in each volcanic region. Personal and anecdotal information helps to humanize the journey, with The Life and Correspondence of Thomas Arnold Volume 2 free pdf experiences and discoveries shared in eloquent but accessible, playful prose. NOW FEATURING POSTSCRIPT FROM MARIA POPOVA 'When we really see each other, we want to help each other' - Amanda Palmer Imagine standing on a box in the middle of a busy city, dressed as a white-faced bride, and silently using your eyes to ask people for money. Or touring Europe in a punk cabaret band, and finding a place to sleep each night by reaching out to strangers on Twitter. For Amanda Palmer, actions like these have gone beyond satisfying her basic needs for food and shelter - they've taught her how to turn strangers into friends, build communities, and discover her own giving impulses. And because she had learned how to ask, she was able to go to the world to ask for the money to make a new album and tour with it, and to raise over a million dollars in a month. In the New York TImes bestseller The Art of Asking, Palmer expands upon her popular TED talk to reveal how ordinary people, those of us without thousands of Twitter followers and adoring fans, can use these same principles in our own lives.

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Author: Christian Robert,George Casella
Number of Pages: 284 pages
Published Date: 15 Mar 2010
Publisher: Springer-Verlag New York Inc.
Publication Country: New York, NY, United States
Language: English
ISBN: 9781441915757
Download Link: Click Here
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