An Introduction to Statistical Computing is popular PDF and ePub book, written by Jochen Voss in 2013-08-28, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, An Introduction to Statistical Computing can be Read Online from any device for your convenience.
An Introduction to Statistical Computing Book PDF Summary
A comprehensive introduction to sampling-based methods in statistical computing The use of computers in mathematics and statistics has opened up a wide range of techniques for studying otherwise intractable problems. Sampling-based simulation techniques are now an invaluable tool for exploring statistical models. This book gives a comprehensive introduction to the exciting area of sampling-based methods. An Introduction to Statistical Computing introduces the classical topics of random number generation and Monte Carlo methods. It also includes some advanced methods such as the reversible jump Markov chain Monte Carlo algorithm and modern methods such as approximate Bayesian computation and multilevel Monte Carlo techniques An Introduction to Statistical Computing: Fully covers the traditional topics of statistical computing. Discusses both practical aspects and the theoretical background. Includes a chapter about continuous-time models. Illustrates all methods using examples and exercises. Provides answers to the exercises (using the statistical computing environment R); the corresponding source code is available online. Includes an introduction to programming in R. This book is mostly self-contained; the only prerequisites are basic knowledge of probability up to the law of large numbers. Careful presentation and examples make this book accessible to a wide range of students and suitable for self-study or as the basis of a taught course.
Detail Book of An Introduction to Statistical Computing PDF
- Author : Jochen Voss
- Release : 28 August 2013
- Publisher : John Wiley & Sons
- ISBN : 9781118728024
- Genre : Mathematics
- Total Page : 322 pages
- Language : English
- PDF File Size : 21,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book An Introduction to Statistical Computing by Jochen Voss, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.