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Smoothing, Filtering and Prediction
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Authors: Garry Einicke
Categories: Computers
Type: BOOK - Published: 2012-02-24 - Publisher: BoD – Books on Demand

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This book describes the classical smoothing, filtering and prediction techniques together with some more recently developed embellishments for improving perform
Bayesian Filtering and Smoothing
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Pages: 255
Authors: Simo Särkkä
Categories: Computers
Type: BOOK - Published: 2013-09-05 - Publisher: Cambridge University Press

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A unified Bayesian treatment of the state-of-the-art filtering, smoothing, and parameter estimation algorithms for non-linear state space models.
Introduction to Data Science
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Type: BOOK - Published: 2019-11-20 - Publisher: CRC Press

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Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis ch
Forecasting: principles and practice
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Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic
Optimal Filtering
Language: en
Pages: 370
Authors: Brian D. O. Anderson
Categories: Science
Type: BOOK - Published: 2012-05-23 - Publisher: Courier Corporation

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Graduate-level text extends studies of signal processing, particularly regarding communication systems and digital filtering theory. Topics include filtering, l