Statistical Computing Section
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Statistical Computing With R
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Author : Maria L. Rizzo
language : en
Publisher: CRC Press
Release Date : 2007-11-15
Statistical Computing With R written by Maria L. Rizzo and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-15 with Mathematics categories.
Computational statistics and statistical computing are two areas that employ computational, graphical, and numerical approaches to solve statistical problems, making the versatile R language an ideal computing environment for these fields. One of the first books on these topics to feature R, Statistical Computing with R covers the traditional core material of computational statistics, with an emphasis on using the R language via an examples-based approach. Suitable for an introductory course in computational statistics or for self-study, it includes R code for all examples and R notes to help explain the R programming concepts. After an overview of computational statistics and an introduction to the R computing environment, the book reviews some basic concepts in probability and classical statistical inference. Each subsequent chapter explores a specific topic in computational statistics. These chapters cover the simulation of random variables from probability distributions, the visualization of multivariate data, Monte Carlo integration and variance reduction methods, Monte Carlo methods in inference, bootstrap and jackknife, permutation tests, Markov chain Monte Carlo (MCMC) methods, and density estimation. The final chapter presents a selection of examples that illustrate the application of numerical methods using R functions. Focusing on implementation rather than theory, this text serves as a balanced, accessible introduction to computational statistics and statistical computing.
Elements Of Statistical Computing
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Author : R.A. Thisted
language : en
Publisher: Routledge
Release Date : 2017-10-19
Elements Of Statistical Computing written by R.A. Thisted and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-19 with Mathematics categories.
Statistics and computing share many close relationships. Computing now permeates every aspect of statistics, from pure description to the development of statistical theory. At the same time, the computational methods used in statistical work span much of computer science. Elements of Statistical Computing covers the broad usage of computing in statistics. It provides a comprehensive account of the most important computational statistics. Included are discussions of numerical analysis, numerical integration, and smoothing. The author give special attention to floating point standards and numerical analysis; iterative methods for both linear and nonlinear equation, such as Gauss-Seidel method and successive over-relaxation; and computational methods for missing data, such as the EM algorithm. Also covered are new areas of interest, such as the Kalman filter, projection-pursuit methods, density estimation, and other computer-intensive techniques.
Proceedings Of The Statistical Computing Section
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Author : American Statistical Association. Annual Meeting
language : en
Publisher:
Release Date : 1987
Proceedings Of The Statistical Computing Section written by American Statistical Association. Annual Meeting and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Mathematical statistics categories.
1977 Proceedings Of The Statistical Computing Section
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Author :
language : en
Publisher:
Release Date : 1977
1977 Proceedings Of The Statistical Computing Section written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Mathematical statistics categories.
Computing In Statistical Science Through Apl
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Author : Francis John Anscombe
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Computing In Statistical Science Through Apl written by Francis John Anscombe and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
A t the terminal seated, the answering tone: pond and temple bell. ODAY as in the past, statistical method is profoundly affected by T resources for numerical calculation and visual display. The main line of development of statistical methodology during the first half of this century was conditioned by, and attuned to, the mechanical desk calculator. Now statisticians may use electronic computers of various kinds in various modes, and the character of statistical science has changed accordingly. Some, but not all, modes of modern computation have a flexibility and immediacy reminiscent of the desk calculator. They preserve the virtues of the desk calculator, while immensely exceeding its scope. Prominent among these is the computer language and conversational computing system known by the initials APL. This book is addressed to statisticians. Its first aim is to interest them in using APL in their work-for statistical analysis of data, for numerical support of theoretical studies, for simulation of random processes. In Part A the language is described and illustrated with short examples of statistical calculations. Part B, presenting some more extended examples of statistical analysis of data, has also the further aim of suggesting the interplay of computing and theory that must surely henceforth be typical of the develop ment of statistical science.
An Introduction To Statistical Computing
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Author : Jochen Voss
language : en
Publisher: John Wiley & Sons
Release Date : 2013-10-28
An Introduction To Statistical Computing written by Jochen Voss and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-28 with Mathematics categories.
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
1992 Proceedings Of The Statistical Computing Section
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Author : American Statistical Association. Statistical Computing Section
language : en
Publisher:
Release Date : 1992
1992 Proceedings Of The Statistical Computing Section written by American Statistical Association. Statistical Computing Section and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.
1994 Proceedings Of The Statistical Computing Section
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Author : American Statistical Association. Statistical Computing Section
language : en
Publisher:
Release Date : 1994
1994 Proceedings Of The Statistical Computing Section written by American Statistical Association. Statistical Computing Section and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Mathematical statistics categories.
1991 Proceedings Of The Statistical Computing Section
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Author : American Statistical Association. Statistical Computing Section
language : en
Publisher:
Release Date : 1991
1991 Proceedings Of The Statistical Computing Section written by American Statistical Association. Statistical Computing Section and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.
Statistical Computing Section
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Author : American statistical association
language : en
Publisher:
Release Date : 1983
Statistical Computing Section written by American statistical association and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with categories.