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Limits of Accuracy for Parameter Estimation and Localization in Single-Molecule Microscopy via Sequential Monte Carlo Methods.
Alix Marie d'Avigneau
Sumeetpal S. Singh
Raimund J. Ober
Published in:
SIAM J. Imaging Sci. (2022)
Keyphrases
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parameter estimation
least squares
maximum likelihood
statistical models
model selection
parameter estimates
markov random field
em algorithm
parameter estimation algorithm
position estimation
random fields
sequential monte carlo methods
expectation maximization
gaussian model