Mike Titterington's Books

Mixtures

Estimation and Applications

By: Kerrie L. Mengersen,Christian Robert,Mike Titterington

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Mixtures

Estimation and Applications

By: Kerrie L. Mengersen,Christian Robert,Mike Titterington

This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete. The editors provide a complete account of the applications, mathematical structure and statistical analysis of finite mixture distributions along with MCMC computational methods, together with a range of detailed discussions covering the applications of the methods and features chapters from the leading experts on the subject. The applications are drawn from scientific discipline, including biostatistics, computer science, ecology and finance. This area of statistics is important to a range of disciplines, and its methodology attracts interest from researchers in the fields in which it can be applied.

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Page Count

352

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119998441

ISBN 13

9781119998440

Bayesian Forecasting and Dynamic Models

By: Mike West,Jeff Harrison

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Bayesian Forecasting and Dynamic Models

By: Mike West,Jeff Harrison

In this book we are concerned with Bayesian learning and forecast ing in dynamic environments. We describe the structure and theory of classes of dynamic models, and their uses in Bayesian forecasting. The principles, models and methods of Bayesian forecasting have been developed extensively during the last twenty years. This devel opment has involved thorough investigation of mathematical and sta tistical aspects of forecasting models and related techniques. With this has come experience with application in a variety of areas in commercial and industrial, scientific and socio-economic fields. In deed much of the technical development has been driven by the needs of forecasting practitioners. As a result, there now exists a relatively complete statistical and mathematical framework, although much of this is either not properly documented or not easily accessible. Our primary goals in writing this book have been to present our view of this approach to modelling and forecasting, and to provide a rea sonably complete text for advanced university students and research workers. The text is primarily intended for advanced undergraduate and postgraduate students in statistics and mathematics. In line with this objective we present thorough discussion of mathematical and statistical features of Bayesian analyses of dynamic models, with illustrations, examples and exercises in each Chapter.

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Page Count

720

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1475793650

ISBN 13

9781475793659

Bayesian Analysis of Stochastic Process Models

By: David Insua,Fabrizio Ruggeri,Mike Wiper

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Bayesian Analysis of Stochastic Process Models

By: David Insua,Fabrizio Ruggeri,Mike Wiper

Bayesian analysis of complex models based on stochastic processes has in recent years become a growing area. This book provides a unified treatment of Bayesian analysis of models based on stochastic processes, covering the main classes of stochastic processing including modeling, computational, inference, forecasting, decision making and important applied models. Key features: Explores Bayesian analysis of models based on stochastic processes, providing a unified treatment. Provides a thorough introduction for research students. Computational tools to deal with complex problems are illustrated along with real life case studies Looks at inference, prediction and decision making. Researchers, graduate and advanced undergraduate students interested in stochastic processes in fields such as statistics, operations research (OR), engineering, finance, economics, computer science and Bayesian analysis will benefit from reading this book. With numerous applications included, practitioners of OR, stochastic modelling and applied statistics will also find this book useful.

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Page Count

315

Publisher

John Wiley & Sons

Published Date

ISBN 10

1118304039

ISBN 13

9781118304037

Buses and Coaches in Wales: 1980 to 2001

By: Mike Street

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Buses and Coaches in Wales: 1980 to 2001

By: Mike Street

With previously unpublished photographs documenting the bus and coach scene during this period within Wales.

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Page Count

189

Publisher

Amberley Publishing Limited

Published Date

ISBN 10

1398101605

ISBN 13

9781398101609

Mixtures

Estimation and Applications

By: Kerrie L. Mengersen,Christian Robert,Mike Titterington

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Mixtures

Estimation and Applications

By: Kerrie L. Mengersen,Christian Robert,Mike Titterington

Average ratings

N/A

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Solve jigsaw puzzle

Age

Page Count

352

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119998441

ISBN 13

9781119998440

Book's by Mike Titterington

Mixtures

Mixtures

Bayesian Forecasting and Dynamic Models

Bayesian Forecasting and Dynamic Models

Bayesian Analysis of Stochastic Process Models

Bayesian Analysis of Stochastic Process Models

Buses and Coaches in Wales: 1980 to 2001

Buses and Coaches in Wales: 1980 to 2001

Mixtures

Mixtures

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