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Improving filtering and prediction of spatially extended turbulent systems with model errors through stochastic parameter estimation.
Boris Gershgorin
John Harlim
Andrew J. Majda
Published in:
J. Comput. Phys. (2010)
Keyphrases
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parameter estimation
em algorithm
maximum likelihood
model fitting
parameter values
markov random field
random fields
least squares
model selection
statistical model
parameter estimation algorithm
statistical models
posterior distribution
experimental data
parameters estimation
maximum likelihood estimation
prediction model
probabilistic model
kalman filter
expectation maximization
probability distribution