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Frequency-dependent selection
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HMM - Applications to Robotics
Explores the Bayesian extension of HMM for robot action segmentation and modeling, limitations of classical HMMs, and motion capture data segmentation.
Regression Methods: Model Building and Inference
Covers analysis of variance, model building, variable selection, and function estimation in regression methods.