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Bayesian Functional Data Analysis Using WinBUGS. 4 Bayesian Functional Data Analysis Using WinBUGS data. The parameter space includes all subject-speci c functions and their individual scores. Methods in this section can be applied to sparse or dense functional data. 2.1. Functional principal component analysis We focus on the rst hour of sleep EEG data for 500 subjects. Denote the observed EEG, Bayesian Methods for Data Analysis (3rd ed.) (Chapman & Hall/CRC Texts in Statistical Science series) by Bradley P. Carlin. Read online, or download in secure PDF format.

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