Bayesian Analysis Of Time Series

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The first unified treatment of time series modelling techniques spanning machine learning, statistics, engineering and computer science.
Bayesian Analysis of Time Series
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In many branches of science relevant observations are taken sequentially over time. Bayesian Analysis of Time Series discusses how to use models that explain th
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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
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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 Multivariate Time Series Methods for Empirical Macroeconomics
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Bayesian Multivariate Time Series Methods for Empirical Macroeconomics provides a survey of the Bayesian methods used in modern empirical macroeconomics. These