Bayesian Time Series Models
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Published By Cambridge University Press

9780511984679

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Approximate likelihood estimation of static parameters in multi-target models

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.012 ◽

2011 ◽

pp. 225-244 ◽

Author(s):

Sumeetpal S. Singh ◽

Nick Whiteley ◽

Simon J. Godsill

Keyword(s):

Likelihood Estimation ◽

Approximate Likelihood

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Analysis of changepoint models

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.011 ◽

2011 ◽

pp. 205-224 ◽

Author(s):

Idris A. Eckley ◽

Paul Fearnhead ◽

Rebecca Killick

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Approximate inference in switching linear dynamical systems using Gaussian mixtures

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.009 ◽

2011 ◽

pp. 166-181

Author(s):

David Barber

Keyword(s):

Dynamical Systems ◽

Approximate Inference ◽

Gaussian Mixtures ◽

Linear Dynamical Systems

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Two problems with variational expectation maximisation for time series models

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.006 ◽

2011 ◽

pp. 104-124 ◽

Author(s):

Richard Eric Turner ◽

Maneesh Sahani

Keyword(s):

Time Series ◽

Time Series Models ◽

Expectation Maximisation

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Preface

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.001 ◽

2011 ◽

pp. xi-xiv

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Physiological monitoring with factorial switching linear dynamical systems

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.010 ◽

2011 ◽

pp. 182-204

Author(s):

John A. Quinn ◽

Christopher K.I. Williams

Keyword(s):

Dynamical Systems ◽

Physiological Monitoring ◽

Linear Dynamical Systems

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Expectation maximisation methods for solving (PO)MDPs and optimal control problems

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.019 ◽

2011 ◽

pp. 388-413

Author(s):

Marc Toussaint ◽

Amos Storkey ◽

Stefan Harmeling

Keyword(s):

Optimal Control ◽

Optimal Control Problems ◽

Control Problems ◽

Expectation Maximisation

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Optimal control theory and the linear Bellman equation

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.018 ◽

2011 ◽

pp. 363-387 ◽

Author(s):

Hilbert J. Kappen

Keyword(s):

Optimal Control ◽

Control Theory ◽

Optimal Control Theory ◽

Bellman Equation

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Non-commutative harmonic analysis in multi-object tracking

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.014 ◽

2011 ◽

pp. 277-294 ◽

Author(s):

Risi Kondor

Keyword(s):

Harmonic Analysis ◽

Object Tracking

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Bayesian Gaussian process models for multi-sensor time series prediction

Bayesian Time Series Models ◽

10.1017/cbo9780511984679.017 ◽

2011 ◽

pp. 341-362

Author(s):

Michael A. Osborne ◽

Alex Rogers ◽

Stephen J. Roberts ◽

Sarvapali D. Ramchurn ◽

Nick R. Jennings

Keyword(s):

Time Series ◽

Gaussian Process ◽

Time Series Prediction ◽

Process Models ◽

Gaussian Process Models

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