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'What's going to happen next?' Time series data hold the answers, and Bayesian methods represent the cutting edge in learning what they have to say. This ambitious book is the first unified treatment of the emerging knowledge-base in Bayesian time series techniques. Exploiting the unifying framework of probabilistic graphical models, the book covers approximation schemes, both Monte Carlo and deterministic, and introduces switching, multi-object, non-parametric and agent-based models in a variety of application environments. It demonstrates that the basic framework supports the rapid creation of models tailored to specific applications and gives insight into the computational complexity of their implementation. The authors span traditional disciplines such as statistics and engineering and the more recently established areas of machine learning and pattern recognition. Readers with a basic understanding of applied probability, but no experience with time series analysis, are guided from fundamental concepts to the state-of-the-art in research and practice. |
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Reviews of Physiology, Biochemistry and Pharmacology 157
E. Bettiol, S. Clement, K.H. Krause, and M.E. Jaconi: Embryonic and Adult Stem-Cell Derived Cardiomyocytes: Lessons from in vitro Models
N. Toda, K. Ayajiki: Phylogenesis of Constitutively Formed Nitric Oxide in Non-Mammals
S. Huang and J. Wikswo: Dimensions of Systems Biology
S. C. Sinha and S.R. Sprang:... | | iLife '09 Portable Genius
Mac users are passionate and loyal and these books capture that same feeling in pedagogy and series style. Titles in the Portable Genius series are not comprehensive; instead they aim to provide readers with the most accessible, useful information possible by giving readers tips and techniques for the most used features in a product or... | | E-Mail Marketing For Dummies (Business & Personal Finance)
E-mail isn’t a new technology any more, but you can do a lot
of new things with e-mail marketing. E-mail can be delivered
to mobile devices and can integrate nicely into a social media
marketing strategy.
Still, the same challenges that existed in the past apply to the
new world of e-mail marketing. Namely,... |
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