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Applied Bayesian Forecasting and Time Series Analysis
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Type: BOOK - Published: 2018-10-08 - Publisher: CRC Press

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Practical in its approach, Applied Bayesian Forecasting and Time Series Analysis provides the theories, methods, and tools necessary for forecasting and the ana
Bayesian Forecasting and Dynamic Models
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Authors: Mike West
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Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

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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
Bayesian Time Series Models
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Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2011-08-11 - Publisher: Cambridge University Press

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The first unified treatment of time series modelling techniques spanning machine learning, statistics, engineering and computer science.
The Oxford Handbook of Applied Bayesian Analysis
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Authors: Anthony O' Hagan
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Type: BOOK - Published: 2010-03-18 - Publisher: OUP Oxford

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Bayesian analysis has developed rapidly in applications in the last two decades and research in Bayesian methods remains dynamic and fast-growing. Dramatic adva
Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives
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Authors: Andrew Gelman
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Type: BOOK - Published: 2004-09-03 - Publisher: John Wiley & Sons

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This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, i