Bayesian Filtering and Smoothing
by Simo Sarkka
ISBN
9781107619289
Bayesian Filtering and Smoothing is a bayesian statistical decision theory, smoothing book by Simo Sarkka.
About this book
"Filtering and smoothing methods are used to produce an accurate estimate of the state of a time-varying system based on multiple observational inputs (data). Interest in these methods has exploded in recent years, with numerous applications emerging in fields such as navigation, aerospace engineering, telecommunications and medicine. This compact, informal introduction for graduate students and advanced undergraduates presents the current state-of-the-art filtering and smoothing methods in a unified Bayesian framework."--Cover.
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Frequently Asked Questions
What genre is Bayesian Filtering and Smoothing?+
Bayesian Filtering and Smoothing is a Bayesian statistical decision theory, Smoothing, Filters, Statistics, Mathematics book.
What is Bayesian Filtering and Smoothing about?+
"Filtering and smoothing methods are used to produce an accurate estimate of the state of a time-varying system based on multiple observational inputs (data). Interest in these methods has exploded in recent years, with numerous applications emerging in fields such as navigation, aerospace engineeri...
Who wrote Bayesian Filtering and Smoothing?+
Bayesian Filtering and Smoothing was written by Simo Sarkka.