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Showing 1 to 1 of 1 for “"Stochastic expectation maximization"”.
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Dynamic factor analysis with dependent Gaussian processes for high-dimensional biomarker trajectories
… To fit the model, we propose a Monte Carlo expectation maximization (MCEM) scheme that can be implemented conveniently by combining a standard Markov Chain Monte Carlo sampler and an R package GPFDA, which returns the maximum likelihood estimates of DGP hyperparameters. The modular structure …