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Encyclopedias The Subtle Body: An Encyclopedia of Your Energetic Anatomy
Nonfiction Advanced Fluid Dynamics by Hyoung Woo Oh
Nonfiction Consolation of Philosophy by Boethius
Nonfiction Overview of Bohmian Mechanics
Nonfiction Digital Systems Design by Ramaswamy Palaniappan
Nonfiction Modern Geography by Marion I. Newbigin
Encyclopedias Encyclopedia of Microfluidics and Nanofluidics [Repost]
Encyclopedias Encyclopedia of Complexity and Systems Science [Repost]
Encyclopedias The Encyclopedia of Applied Animal Behaviour and Welfare
Encyclopedias Space - A Visual Encyclopedia
Abnormal Psychology - An Integrative Approach, 6th Edition
Advanced Social Psychology - The State of the Science
Nonfiction Lectures on Stochastic Control and Nonlinear Filtering
Nonfiction Physics by Cope, Smith, Tower, Turton
Encyclopedias Encyclopedia of Knowledge Management, Second Edition
Encyclopedias Encyclopedia of India (4 Volume Set) [Repost]
Encyclopedias The MMA Encyclopedia (repost)
Nonfiction An Introduction to Nonlinearity in Control Systems
Encyclopedias Skew Fields - Theory of General Division Rings (Encyclopedia of Mathematics and its Applications) by P. M. Cohn
Encyclopedias Books and Beyond - The Greenwood Encyclopedia of New American Reading
Nonfiction Advanced Fluid Dynamics by Hyoung Woo Oh
Nonfiction Consolation of Philosophy by Boethius
Nonfiction Overview of Bohmian Mechanics
Nonfiction Digital Systems Design by Ramaswamy Palaniappan
Nonfiction Modern Geography by Marion I. Newbigin
Encyclopedias Encyclopedia of Microfluidics and Nanofluidics [Repost]
Encyclopedias Encyclopedia of Complexity and Systems Science [Repost]
Encyclopedias The Encyclopedia of Applied Animal Behaviour and Welfare
Encyclopedias Space - A Visual Encyclopedia
Abnormal Psychology - An Integrative Approach, 6th Edition
Advanced Social Psychology - The State of the Science
Nonfiction Lectures on Stochastic Control and Nonlinear Filtering
Nonfiction Physics by Cope, Smith, Tower, Turton
Encyclopedias Encyclopedia of Knowledge Management, Second Edition
Encyclopedias Encyclopedia of India (4 Volume Set) [Repost]
Encyclopedias The MMA Encyclopedia (repost)
Nonfiction An Introduction to Nonlinearity in Control Systems
Encyclopedias Skew Fields - Theory of General Division Rings (Encyclopedia of Mathematics and its Applications) by P. M. Cohn
Encyclopedias Books and Beyond - The Greenwood Encyclopedia of New American Reading
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Nonfiction Identification, Estimation, and Learning
Posted on 2011-12-25
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This course provides a broad theoretical basis for system identification, estimation, and learning. Students will study least squares estimation and its convergence properties, Kalman filters, noise dynamics and system representation, function approximation theory, neural nets, radial basis functions, wavelets, Volterra expansions, informative data sets, persistent excitation, asymptotic variance, central limit theorems, model structure selection, system order estimate, maximum likelihood, unbiased estimates, Cramer-Rao lower bound, Kullback-Leibler information distance, Akaike's information criterion, experiment design, and model validation.
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