The book addresses the problem of calculation of d-dimensional
integrals (conditional expectations) in filter problems. It
develops new methods of deterministic numerical integration, which
can be used to speed up and stabilize filter algorithms. With the
help of these methods, better estimates and predictions of latent
variables are made possible in the fields of economics, engineering
and physics. The resulting procedures are tested within four
detailed simulation studies.
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