We present a maximum-likelihood method for parameter estimation in terahertz time-domain spectroscopy. We derive the likelihood function for a parameterized frequency response function, given a pair ...
In this paper, we introduce the class of the nonlinear overdispersed models and derive general formulae for the biases of the maximum likelihood estimators of the parameters in these models, thus ...
We establish a mixture model with "spurious" outliers and derive its maximum likelihood estimator, the maximum trimmed likelihood estimator MTLE. It may be computed with a trimmed version of the EM ...
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