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Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) - Raquel Prado, Mike West
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Raquel Prado, Mike West:

Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) - hardcover

ISBN: 1420093363

[SR: 817001], Hardcover, [EAN: 9781420093360], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], Chapman and Hall/CRC, Focusing on Bayesian approaches and computations using simulation-based methods for inference, Time Series: Modeling, Computation, and Inference integrates mainstream approaches for time series modeling with significant recent developments in methodology and applications of time series analysis. It encompasses a graduate-level account of Bayesian time series modeling and analysis, a broad range of references to state-of-the-art approaches to univariate and multivariate time series analysis, and emerging topics at research frontiers. The book presents overviews of several classes of models and related methodology for inference, statistical computation for model fitting and assessment, and forecasting. The authors also explore the connections between time- and frequency-domain approaches and develop various models and analyses using Bayesian tools, such as Markov chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC) methods. They illustrate the models and methods with examples and case studies from a variety of fields, including signal processing, biomedicine, and finance. Data sets, R and MATLAB® code, and other material are available on the authors’ websites. Along with core models and methods, this text offers sophisticated tools for analyzing challenging time series problems. It also demonstrates the growth of time series analysis into new application areas.<, 13983, Probability & Statistics, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 14598, Time, 14545, Physics, 75, Science & Math, 1000, Subjects, 283155, Books, 491548, Statistics, 468218, Mathematics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) - Raquel Prado, Mike West
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Raquel Prado, Mike West:

Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) - hardcover

ISBN: 1420093363

[SR: 433002], Hardcover, [EAN: 9781420093360], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], Chapman and Hall/CRC, Focusing on Bayesian approaches and computations using simulation-based methods for inference, Time Series: Modeling, Computation, and Inference integrates mainstream approaches for time series modeling with significant recent developments in methodology and applications of time series analysis. It encompasses a graduate-level account of Bayesian time series modeling and analysis, a broad range of references to state-of-the-art approaches to univariate and multivariate time series analysis, and emerging topics at research frontiers. The book presents overviews of several classes of models and related methodology for inference, statistical computation for model fitting and assessment, and forecasting. The authors also explore the connections between time- and frequency-domain approaches and develop various models and analyses using Bayesian tools, such as Markov chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC) methods. They illustrate the models and methods with examples and case studies from a variety of fields, including signal processing, biomedicine, and finance. Data sets, R and MATLAB® code, and other material are available on the authors’ websites. Along with core models and methods, this text offers sophisticated tools for analyzing challenging time series problems. It also demonstrates the growth of time series analysis into new application areas.<, 13983, Probability & Statistics, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 14598, Time, 14545, Physics, 75, Science & Math, 1000, Subjects, 283155, Books, 491548, Statistics, 468218, Mathematics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Time Series - Raquel Prado#Mike (Duke University West
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Time Series - new book

ISBN: 9781420093360

ID: 117362041

Focusing on Bayesian approaches and computations using up-to-date simulation-based methods for inference, Time Series: Modeling, Computation, and Inference integrates mainstream approaches for time series modeling with significant recent developments in methodology and applications of time series analysis. It encompasses a graduate-level account of Bayesian time series modeling and analysis, a broad range of references to state-of-the-art approaches to univariate and multivariate time series analysis, and emerging topics at research frontiers. The book presents overviews of several classes of models and related methodology for inference, statistical computation for model fitting and assessment, and forecasting. The authors also explore the connections between time- and frequency-domain approaches and develop various models and analyses using Bayesian tools, such as Markov chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC) methods. They illustrate the models and methods with examples and case studies from a variety of fields, including signal processing, biomedicine, and finance. Data sets, R and MATLABª code, and other material are available on the authors´ websites. Along with core models and methods, this text offers sophisticated tools for analyzing challenging time series problems. It also demonstrates the growth of time series analysis into new application areas.´´--Publisher´s description. Modeling, Computation, and Inference Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, Taylor & Francis

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Time Series - Raquel Prado, Mike West
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Raquel Prado, Mike West:
Time Series - hardcover

ISBN: 9781420093360

ID: 741819355

Hardback. New. Focusing on Bayesian approaches and computations using simulation-based methods for inference, Time Series: Modeling, Computation, and Inference integrates mainstream approaches for time series modeling with significant recent developments in methodology and applications of time series analysis. It encompasses a graduate-level account of Bayesian time series modeling and analysis, a broad range of references to state-of-the-art approaches to univariate and multivariate time series analysis, and emerging topics at research frontiers. The book presents overviews of several classes of models and related methodology for inference, statistical computation for model fitting and assessment, and forecasting. The authors also explore the connections between time- and frequency-domain approaches and develop various models and analyses using Bayesian tools, such as Markov chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC) methods. They illustrate the models and methods with examples and case studies from a variety of fields, including signal processing, biomedicine, and finance. Data sets, R and MATLAB(R) code, and other material are available on the authors' websites. Along with core models and methods, this text offers sophisticated tools for analyzing challenging time series problems. It also demonstrates the growth of time series analysis into new application areas.

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Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) - Raquel Prado, Mike West
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Raquel Prado, Mike West:
Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) - hardcover

2010, ISBN: 1420093363

[SR: 307679], Hardcover, [EAN: 9781420093360], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], 2010-05-26, Chapman and Hall/CRC, Focusing on Bayesian approaches and computations using simulation-based methods for inference, Ti...., 277907, Time, 922480, Experiments, Instruments & Measurements, 57, Science & Nature, 1025612, Subjects, 266239, Books, 923006, Higher Education, 922526, Education, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922942, Maths, 922868, Popular Science, 57, Science & Nature, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books

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Details of the book
Time Series: Modeling, Computation, and Inference
Author:

Prado, Raquel; West, Mike

Title:

Time Series: Modeling, Computation, and Inference

ISBN:

9781420093360

A comprehensive overview of modern time series modeling with an emphasis on Bayesian and likelihood methods, this book is unique in that it covers both univariate and multivariate time series methods, including hot topics such as dynamic linear models, hierarchical models and graphical models. The book is mathematically sophisticated but has a good balance of theory and applications, with lots of examples using real data, taken primarily from engineering, finance, and neuroscience. The examples are all implemented using R, with code and datasets available from the web. There are problems at the end of each chapter to help develop understanding of the methods.

Details of the book - Time Series: Modeling, Computation, and Inference


EAN (ISBN-13): 9781420093360
ISBN (ISBN-10): 1420093363
Hardcover
Publishing year: 2010
Publisher: CRC PR INC
368 Pages
Language: eng/Englisch

Book in our database since 06.10.2010 22:06:35
Book found last time on 22.09.2016 05:31:32
ISBN/EAN: 9781420093360

ISBN - alternate spelling:
1-4200-9336-3, 978-1-4200-9336-0

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